{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {
    "colab_type": "text",
    "id": "copyright-notice"
   },
   "source": [
    "#### Copyright 2017 Google LLC."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "cellView": "both",
    "colab": {
     "autoexec": {
      "startup": false,
      "wait_interval": 0.0
     }
    },
    "colab_type": "code",
    "id": "copyright-notice2"
   },
   "outputs": [],
   "source": [
    "# Licensed under the Apache License, Version 2.0 (the \"License\");\n",
    "# you may not use this file except in compliance with the License.\n",
    "# You may obtain a copy of the License at\n",
    "#\n",
    "# https://www.apache.org/licenses/LICENSE-2.0\n",
    "#\n",
    "# Unless required by applicable law or agreed to in writing, software\n",
    "# distributed under the License is distributed on an \"AS IS\" BASIS,\n",
    "# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n",
    "# See the License for the specific language governing permissions and\n",
    "# limitations under the License."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "colab_type": "text",
    "id": "eV16J6oUY-HN",
    "slideshow": {
     "slide_type": "slide"
    }
   },
   "source": [
    " # 提高神经网络性能"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "colab_type": "text",
    "id": "0Rwl1iXIKxkm"
   },
   "source": [
    " **学习目标**：通过将特征标准化并应用各种优化算法来提高神经网络的性能\n",
    "\n",
    "**注意**：本练习中介绍的优化方法并非专门针对神经网络；这些方法可有效改进大多数类型的模型。"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "colab_type": "text",
    "id": "lBPTONWzKxkn"
   },
   "source": [
    " ## 设置\n",
    "\n",
    "首先，我们将加载数据。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "colab": {
     "autoexec": {
      "startup": false,
      "wait_interval": 0.0
     }
    },
    "colab_type": "code",
    "id": "VtYVuONUKxko"
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\ProgramData\\Anaconda3\\envs\\mlcc\\lib\\site-packages\\tensorflow\\python\\framework\\dtypes.py:516: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.\n",
      "  _np_qint8 = np.dtype([(\"qint8\", np.int8, 1)])\n",
      "C:\\ProgramData\\Anaconda3\\envs\\mlcc\\lib\\site-packages\\tensorflow\\python\\framework\\dtypes.py:517: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.\n",
      "  _np_quint8 = np.dtype([(\"quint8\", np.uint8, 1)])\n",
      "C:\\ProgramData\\Anaconda3\\envs\\mlcc\\lib\\site-packages\\tensorflow\\python\\framework\\dtypes.py:518: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.\n",
      "  _np_qint16 = np.dtype([(\"qint16\", np.int16, 1)])\n",
      "C:\\ProgramData\\Anaconda3\\envs\\mlcc\\lib\\site-packages\\tensorflow\\python\\framework\\dtypes.py:519: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.\n",
      "  _np_quint16 = np.dtype([(\"quint16\", np.uint16, 1)])\n",
      "C:\\ProgramData\\Anaconda3\\envs\\mlcc\\lib\\site-packages\\tensorflow\\python\\framework\\dtypes.py:520: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.\n",
      "  _np_qint32 = np.dtype([(\"qint32\", np.int32, 1)])\n",
      "C:\\ProgramData\\Anaconda3\\envs\\mlcc\\lib\\site-packages\\tensorflow\\python\\framework\\dtypes.py:525: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.\n",
      "  np_resource = np.dtype([(\"resource\", np.ubyte, 1)])\n",
      "C:\\ProgramData\\Anaconda3\\envs\\mlcc\\lib\\site-packages\\tensorboard\\compat\\tensorflow_stub\\dtypes.py:541: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.\n",
      "  _np_qint8 = np.dtype([(\"qint8\", np.int8, 1)])\n",
      "C:\\ProgramData\\Anaconda3\\envs\\mlcc\\lib\\site-packages\\tensorboard\\compat\\tensorflow_stub\\dtypes.py:542: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.\n",
      "  _np_quint8 = np.dtype([(\"quint8\", np.uint8, 1)])\n",
      "C:\\ProgramData\\Anaconda3\\envs\\mlcc\\lib\\site-packages\\tensorboard\\compat\\tensorflow_stub\\dtypes.py:543: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.\n",
      "  _np_qint16 = np.dtype([(\"qint16\", np.int16, 1)])\n",
      "C:\\ProgramData\\Anaconda3\\envs\\mlcc\\lib\\site-packages\\tensorboard\\compat\\tensorflow_stub\\dtypes.py:544: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.\n",
      "  _np_quint16 = np.dtype([(\"quint16\", np.uint16, 1)])\n",
      "C:\\ProgramData\\Anaconda3\\envs\\mlcc\\lib\\site-packages\\tensorboard\\compat\\tensorflow_stub\\dtypes.py:545: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.\n",
      "  _np_qint32 = np.dtype([(\"qint32\", np.int32, 1)])\n",
      "C:\\ProgramData\\Anaconda3\\envs\\mlcc\\lib\\site-packages\\tensorboard\\compat\\tensorflow_stub\\dtypes.py:550: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.\n",
      "  np_resource = np.dtype([(\"resource\", np.ubyte, 1)])\n"
     ]
    }
   ],
   "source": [
    "from __future__ import print_function\n",
    "\n",
    "import math\n",
    "\n",
    "from IPython import display\n",
    "from matplotlib import cm\n",
    "from matplotlib import gridspec\n",
    "from matplotlib import pyplot as plt\n",
    "import numpy as np\n",
    "import pandas as pd\n",
    "from sklearn import metrics\n",
    "import tensorflow as tf\n",
    "from tensorflow.python.data import Dataset\n",
    "\n",
    "tf.logging.set_verbosity(tf.logging.ERROR)\n",
    "pd.options.display.max_rows = 10\n",
    "pd.options.display.float_format = '{:.1f}'.format\n",
    "\n",
    "california_housing_dataframe = pd.read_csv(\"https://download.mlcc.google.cn/mledu-datasets/california_housing_train.csv\", sep=\",\")\n",
    "\n",
    "california_housing_dataframe = california_housing_dataframe.reindex(\n",
    "    np.random.permutation(california_housing_dataframe.index))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "colab": {
     "autoexec": {
      "startup": false,
      "wait_interval": 0.0
     }
    },
    "colab_type": "code",
    "id": "B8qC-jTIKxkr"
   },
   "outputs": [],
   "source": [
    "def preprocess_features(california_housing_dataframe):\n",
    "  \"\"\"Prepares input features from California housing data set.\n",
    "\n",
    "  Args:\n",
    "    california_housing_dataframe: A Pandas DataFrame expected to contain data\n",
    "      from the California housing data set.\n",
    "  Returns:\n",
    "    A DataFrame that contains the features to be used for the model, including\n",
    "    synthetic features.\n",
    "  \"\"\"\n",
    "  selected_features = california_housing_dataframe[\n",
    "    [\"latitude\",\n",
    "     \"longitude\",\n",
    "     \"housing_median_age\",\n",
    "     \"total_rooms\",\n",
    "     \"total_bedrooms\",\n",
    "     \"population\",\n",
    "     \"households\",\n",
    "     \"median_income\"]]\n",
    "  processed_features = selected_features.copy()\n",
    "  # Create a synthetic feature.\n",
    "  processed_features[\"rooms_per_person\"] = (\n",
    "    california_housing_dataframe[\"total_rooms\"] /\n",
    "    california_housing_dataframe[\"population\"])\n",
    "  return processed_features\n",
    "\n",
    "def preprocess_targets(california_housing_dataframe):\n",
    "  \"\"\"Prepares target features (i.e., labels) from California housing data set.\n",
    "\n",
    "  Args:\n",
    "    california_housing_dataframe: A Pandas DataFrame expected to contain data\n",
    "      from the California housing data set.\n",
    "  Returns:\n",
    "    A DataFrame that contains the target feature.\n",
    "  \"\"\"\n",
    "  output_targets = pd.DataFrame()\n",
    "  # Scale the target to be in units of thousands of dollars.\n",
    "  output_targets[\"median_house_value\"] = (\n",
    "    california_housing_dataframe[\"median_house_value\"] / 1000.0)\n",
    "  return output_targets"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "colab": {
     "autoexec": {
      "startup": false,
      "wait_interval": 0.0
     }
    },
    "colab_type": "code",
    "id": "Ah6LjMIJ2spZ"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Training examples summary:\n",
      "Validation examples summary:\n",
      "Training targets summary:\n",
      "Validation targets summary:\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>latitude</th>\n      <th>longitude</th>\n      <th>housing_median_age</th>\n      <th>total_rooms</th>\n      <th>total_bedrooms</th>\n      <th>population</th>\n      <th>households</th>\n      <th>median_income</th>\n      <th>rooms_per_person</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <td>count</td>\n      <td>12000.0</td>\n      <td>12000.0</td>\n      <td>12000.0</td>\n      <td>12000.0</td>\n      <td>12000.0</td>\n      <td>12000.0</td>\n      <td>12000.0</td>\n      <td>12000.0</td>\n      <td>12000.0</td>\n    </tr>\n    <tr>\n      <td>mean</td>\n      <td>35.6</td>\n      <td>-119.6</td>\n      <td>28.7</td>\n      <td>2638.4</td>\n      <td>539.8</td>\n      <td>1427.7</td>\n      <td>501.2</td>\n      <td>3.9</td>\n      <td>2.0</td>\n    </tr>\n    <tr>\n      <td>std</td>\n      <td>2.1</td>\n      <td>2.0</td>\n      <td>12.6</td>\n      <td>2168.6</td>\n      <td>422.0</td>\n      <td>1162.9</td>\n      <td>384.0</td>\n      <td>1.9</td>\n      <td>1.1</td>\n    </tr>\n    <tr>\n      <td>min</td>\n      <td>32.5</td>\n      <td>-124.3</td>\n      <td>1.0</td>\n      <td>8.0</td>\n      <td>1.0</td>\n      <td>3.0</td>\n      <td>1.0</td>\n      <td>0.5</td>\n      <td>0.0</td>\n    </tr>\n    <tr>\n      <td>25%</td>\n      <td>33.9</td>\n      <td>-121.8</td>\n      <td>18.0</td>\n      <td>1457.0</td>\n      <td>296.0</td>\n      <td>789.0</td>\n      <td>281.0</td>\n      <td>2.6</td>\n      <td>1.5</td>\n    </tr>\n    <tr>\n      <td>50%</td>\n      <td>34.2</td>\n      <td>-118.5</td>\n      <td>29.0</td>\n      <td>2122.0</td>\n      <td>433.0</td>\n      <td>1166.5</td>\n      <td>408.0</td>\n      <td>3.5</td>\n      <td>1.9</td>\n    </tr>\n    <tr>\n      <td>75%</td>\n      <td>37.7</td>\n      <td>-118.0</td>\n      <td>37.0</td>\n      <td>3157.0</td>\n      <td>649.0</td>\n      <td>1716.0</td>\n      <td>605.0</td>\n      <td>4.8</td>\n      <td>2.3</td>\n    </tr>\n    <tr>\n      <td>max</td>\n      <td>42.0</td>\n      <td>-114.5</td>\n      <td>52.0</td>\n      <td>37937.0</td>\n      <td>6445.0</td>\n      <td>35682.0</td>\n      <td>6082.0</td>\n      <td>15.0</td>\n      <td>55.2</td>\n    </tr>\n  </tbody>\n</table>\n</div>"
      ],
      "text/plain": [
       "       latitude  longitude  housing_median_age  total_rooms  total_bedrooms  \\\ncount   12000.0    12000.0             12000.0      12000.0         12000.0   \nmean       35.6     -119.6                28.7       2638.4           539.8   \nstd         2.1        2.0                12.6       2168.6           422.0   \nmin        32.5     -124.3                 1.0          8.0             1.0   \n25%        33.9     -121.8                18.0       1457.0           296.0   \n50%        34.2     -118.5                29.0       2122.0           433.0   \n75%        37.7     -118.0                37.0       3157.0           649.0   \nmax        42.0     -114.5                52.0      37937.0          6445.0   \n\n       population  households  median_income  rooms_per_person  \ncount     12000.0     12000.0        12000.0           12000.0  \nmean       1427.7       501.2            3.9               2.0  \nstd        1162.9       384.0            1.9               1.1  \nmin           3.0         1.0            0.5               0.0  \n25%         789.0       281.0            2.6               1.5  \n50%        1166.5       408.0            3.5               1.9  \n75%        1716.0       605.0            4.8               2.3  \nmax       35682.0      6082.0           15.0              55.2  "
      ]
     },
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "text/html": [
       "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>latitude</th>\n      <th>longitude</th>\n      <th>housing_median_age</th>\n      <th>total_rooms</th>\n      <th>total_bedrooms</th>\n      <th>population</th>\n      <th>households</th>\n      <th>median_income</th>\n      <th>rooms_per_person</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <td>count</td>\n      <td>5000.0</td>\n      <td>5000.0</td>\n      <td>5000.0</td>\n      <td>5000.0</td>\n      <td>5000.0</td>\n      <td>5000.0</td>\n      <td>5000.0</td>\n      <td>5000.0</td>\n      <td>5000.0</td>\n    </tr>\n    <tr>\n      <td>mean</td>\n      <td>35.6</td>\n      <td>-119.6</td>\n      <td>28.4</td>\n      <td>2656.4</td>\n      <td>538.4</td>\n      <td>1434.1</td>\n      <td>501.3</td>\n      <td>3.9</td>\n      <td>2.0</td>\n    </tr>\n    <tr>\n      <td>std</td>\n      <td>2.2</td>\n      <td>2.0</td>\n      <td>12.5</td>\n      <td>2207.1</td>\n      <td>420.3</td>\n      <td>1111.1</td>\n      <td>385.8</td>\n      <td>1.9</td>\n      <td>1.4</td>\n    </tr>\n    <tr>\n      <td>min</td>\n      <td>32.6</td>\n      <td>-124.3</td>\n      <td>2.0</td>\n      <td>2.0</td>\n      <td>2.0</td>\n      <td>6.0</td>\n      <td>2.0</td>\n      <td>0.5</td>\n      <td>0.2</td>\n    </tr>\n    <tr>\n      <td>25%</td>\n      <td>33.9</td>\n      <td>-121.8</td>\n      <td>18.0</td>\n      <td>1471.0</td>\n      <td>298.0</td>\n      <td>791.0</td>\n      <td>282.0</td>\n      <td>2.6</td>\n      <td>1.5</td>\n    </tr>\n    <tr>\n      <td>50%</td>\n      <td>34.3</td>\n      <td>-118.5</td>\n      <td>28.0</td>\n      <td>2143.0</td>\n      <td>436.0</td>\n      <td>1168.0</td>\n      <td>411.5</td>\n      <td>3.6</td>\n      <td>1.9</td>\n    </tr>\n    <tr>\n      <td>75%</td>\n      <td>37.7</td>\n      <td>-118.0</td>\n      <td>37.0</td>\n      <td>3143.2</td>\n      <td>648.0</td>\n      <td>1733.5</td>\n      <td>606.0</td>\n      <td>4.8</td>\n      <td>2.3</td>\n    </tr>\n    <tr>\n      <td>max</td>\n      <td>42.0</td>\n      <td>-114.3</td>\n      <td>52.0</td>\n      <td>32054.0</td>\n      <td>5290.0</td>\n      <td>15507.0</td>\n      <td>5050.0</td>\n      <td>15.0</td>\n      <td>52.0</td>\n    </tr>\n  </tbody>\n</table>\n</div>"
      ],
      "text/plain": [
       "       latitude  longitude  housing_median_age  total_rooms  total_bedrooms  \\\ncount    5000.0     5000.0              5000.0       5000.0          5000.0   \nmean       35.6     -119.6                28.4       2656.4           538.4   \nstd         2.2        2.0                12.5       2207.1           420.3   \nmin        32.6     -124.3                 2.0          2.0             2.0   \n25%        33.9     -121.8                18.0       1471.0           298.0   \n50%        34.3     -118.5                28.0       2143.0           436.0   \n75%        37.7     -118.0                37.0       3143.2           648.0   \nmax        42.0     -114.3                52.0      32054.0          5290.0   \n\n       population  households  median_income  rooms_per_person  \ncount      5000.0      5000.0         5000.0            5000.0  \nmean       1434.1       501.3            3.9               2.0  \nstd        1111.1       385.8            1.9               1.4  \nmin           6.0         2.0            0.5               0.2  \n25%         791.0       282.0            2.6               1.5  \n50%        1168.0       411.5            3.6               1.9  \n75%        1733.5       606.0            4.8               2.3  \nmax       15507.0      5050.0           15.0              52.0  "
      ]
     },
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "text/html": [
       "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>median_house_value</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <td>count</td>\n      <td>12000.0</td>\n    </tr>\n    <tr>\n      <td>mean</td>\n      <td>207.6</td>\n    </tr>\n    <tr>\n      <td>std</td>\n      <td>116.3</td>\n    </tr>\n    <tr>\n      <td>min</td>\n      <td>15.0</td>\n    </tr>\n    <tr>\n      <td>25%</td>\n      <td>120.0</td>\n    </tr>\n    <tr>\n      <td>50%</td>\n      <td>180.4</td>\n    </tr>\n    <tr>\n      <td>75%</td>\n      <td>264.9</td>\n    </tr>\n    <tr>\n      <td>max</td>\n      <td>500.0</td>\n    </tr>\n  </tbody>\n</table>\n</div>"
      ],
      "text/plain": [
       "       median_house_value\ncount             12000.0\nmean                207.6\nstd                 116.3\nmin                  15.0\n25%                 120.0\n50%                 180.4\n75%                 264.9\nmax                 500.0"
      ]
     },
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "text/html": [
       "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>median_house_value</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <td>count</td>\n      <td>5000.0</td>\n    </tr>\n    <tr>\n      <td>mean</td>\n      <td>206.5</td>\n    </tr>\n    <tr>\n      <td>std</td>\n      <td>115.2</td>\n    </tr>\n    <tr>\n      <td>min</td>\n      <td>26.6</td>\n    </tr>\n    <tr>\n      <td>25%</td>\n      <td>118.5</td>\n    </tr>\n    <tr>\n      <td>50%</td>\n      <td>179.9</td>\n    </tr>\n    <tr>\n      <td>75%</td>\n      <td>265.2</td>\n    </tr>\n    <tr>\n      <td>max</td>\n      <td>500.0</td>\n    </tr>\n  </tbody>\n</table>\n</div>"
      ],
      "text/plain": [
       "       median_house_value\ncount              5000.0\nmean                206.5\nstd                 115.2\nmin                  26.6\n25%                 118.5\n50%                 179.9\n75%                 265.2\nmax                 500.0"
      ]
     },
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Choose the first 12000 (out of 17000) examples for training.\n",
    "training_examples = preprocess_features(california_housing_dataframe.head(12000))\n",
    "training_targets = preprocess_targets(california_housing_dataframe.head(12000))\n",
    "\n",
    "# Choose the last 5000 (out of 17000) examples for validation.\n",
    "validation_examples = preprocess_features(california_housing_dataframe.tail(5000))\n",
    "validation_targets = preprocess_targets(california_housing_dataframe.tail(5000))\n",
    "\n",
    "# Double-check that we've done the right thing.\n",
    "print(\"Training examples summary:\")\n",
    "display.display(training_examples.describe())\n",
    "print(\"Validation examples summary:\")\n",
    "display.display(validation_examples.describe())\n",
    "\n",
    "print(\"Training targets summary:\")\n",
    "display.display(training_targets.describe())\n",
    "print(\"Validation targets summary:\")\n",
    "display.display(validation_targets.describe())"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "colab_type": "text",
    "id": "NqIbXxx222ea"
   },
   "source": [
    " ## 训练神经网络\n",
    "\n",
    "接下来，我们将训练神经网络。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "colab": {
     "autoexec": {
      "startup": false,
      "wait_interval": 0.0
     }
    },
    "colab_type": "code",
    "id": "6k3xYlSg27VB"
   },
   "outputs": [],
   "source": [
    "def construct_feature_columns(input_features):\n",
    "  \"\"\"Construct the TensorFlow Feature Columns.\n",
    "\n",
    "  Args:\n",
    "    input_features: The names of the numerical input features to use.\n",
    "  Returns:\n",
    "    A set of feature columns\n",
    "  \"\"\" \n",
    "  return set([tf.feature_column.numeric_column(my_feature)\n",
    "              for my_feature in input_features])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "colab": {
     "autoexec": {
      "startup": false,
      "wait_interval": 0.0
     }
    },
    "colab_type": "code",
    "id": "De9jwyy4wTUT"
   },
   "outputs": [],
   "source": [
    "def my_input_fn(features, targets, batch_size=1, shuffle=True, num_epochs=None):\n",
    "    \"\"\"Trains a neural network model.\n",
    "  \n",
    "    Args:\n",
    "      features: pandas DataFrame of features\n",
    "      targets: pandas DataFrame of targets\n",
    "      batch_size: Size of batches to be passed to the model\n",
    "      shuffle: True or False. Whether to shuffle the data.\n",
    "      num_epochs: Number of epochs for which data should be repeated. None = repeat indefinitely\n",
    "    Returns:\n",
    "      Tuple of (features, labels) for next data batch\n",
    "    \"\"\"\n",
    "    \n",
    "    # Convert pandas data into a dict of np arrays.\n",
    "    features = {key:np.array(value) for key,value in dict(features).items()}                                           \n",
    " \n",
    "    # Construct a dataset, and configure batching/repeating.\n",
    "    ds = Dataset.from_tensor_slices((features,targets)) # warning: 2GB limit\n",
    "    ds = ds.batch(batch_size).repeat(num_epochs)\n",
    "    \n",
    "    # Shuffle the data, if specified.\n",
    "    if shuffle:\n",
    "      ds = ds.shuffle(10000)\n",
    "    \n",
    "    # Return the next batch of data.\n",
    "    features, labels = ds.make_one_shot_iterator().get_next()\n",
    "    return features, labels"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "colab": {
     "autoexec": {
      "startup": false,
      "wait_interval": 0.0
     }
    },
    "colab_type": "code",
    "id": "W-51R3yIKxk4"
   },
   "outputs": [],
   "source": [
    "def train_nn_regression_model(\n",
    "    my_optimizer,\n",
    "    steps,\n",
    "    batch_size,\n",
    "    hidden_units,\n",
    "    training_examples,\n",
    "    training_targets,\n",
    "    validation_examples,\n",
    "    validation_targets):\n",
    "  \"\"\"Trains a neural network regression model.\n",
    "  \n",
    "  In addition to training, this function also prints training progress information,\n",
    "  as well as a plot of the training and validation loss over time.\n",
    "  \n",
    "  Args:\n",
    "    my_optimizer: An instance of `tf.train.Optimizer`, the optimizer to use.\n",
    "    steps: A non-zero `int`, the total number of training steps. A training step\n",
    "      consists of a forward and backward pass using a single batch.\n",
    "    batch_size: A non-zero `int`, the batch size.\n",
    "    hidden_units: A `list` of int values, specifying the number of neurons in each layer.\n",
    "    training_examples: A `DataFrame` containing one or more columns from\n",
    "      `california_housing_dataframe` to use as input features for training.\n",
    "    training_targets: A `DataFrame` containing exactly one column from\n",
    "      `california_housing_dataframe` to use as target for training.\n",
    "    validation_examples: A `DataFrame` containing one or more columns from\n",
    "      `california_housing_dataframe` to use as input features for validation.\n",
    "    validation_targets: A `DataFrame` containing exactly one column from\n",
    "      `california_housing_dataframe` to use as target for validation.\n",
    "      \n",
    "  Returns:\n",
    "    A tuple `(estimator, training_losses, validation_losses)`:\n",
    "      estimator: the trained `DNNRegressor` object.\n",
    "      training_losses: a `list` containing the training loss values taken during training.\n",
    "      validation_losses: a `list` containing the validation loss values taken during training.\n",
    "  \"\"\"\n",
    "\n",
    "  periods = 10\n",
    "  steps_per_period = steps / periods\n",
    "  \n",
    "  # Create a DNNRegressor object.\n",
    "  my_optimizer = tf.contrib.estimator.clip_gradients_by_norm(my_optimizer, 5.0)\n",
    "  dnn_regressor = tf.estimator.DNNRegressor(\n",
    "      feature_columns=construct_feature_columns(training_examples),\n",
    "      hidden_units=hidden_units,\n",
    "      optimizer=my_optimizer\n",
    "  )\n",
    "  \n",
    "  # Create input functions.\n",
    "  training_input_fn = lambda: my_input_fn(training_examples, \n",
    "                                          training_targets[\"median_house_value\"], \n",
    "                                          batch_size=batch_size)\n",
    "  predict_training_input_fn = lambda: my_input_fn(training_examples, \n",
    "                                                  training_targets[\"median_house_value\"], \n",
    "                                                  num_epochs=1, \n",
    "                                                  shuffle=False)\n",
    "  predict_validation_input_fn = lambda: my_input_fn(validation_examples, \n",
    "                                                    validation_targets[\"median_house_value\"], \n",
    "                                                    num_epochs=1, \n",
    "                                                    shuffle=False)\n",
    "\n",
    "  # Train the model, but do so inside a loop so that we can periodically assess\n",
    "  # loss metrics.\n",
    "  print(\"Training model...\")\n",
    "  print(\"RMSE (on training data):\")\n",
    "  training_rmse = []\n",
    "  validation_rmse = []\n",
    "  for period in range (0, periods):\n",
    "    # Train the model, starting from the prior state.\n",
    "    dnn_regressor.train(\n",
    "        input_fn=training_input_fn,\n",
    "        steps=steps_per_period\n",
    "    )\n",
    "    # Take a break and compute predictions.\n",
    "    training_predictions = dnn_regressor.predict(input_fn=predict_training_input_fn)\n",
    "    training_predictions = np.array([item['predictions'][0] for item in training_predictions])\n",
    "    \n",
    "    validation_predictions = dnn_regressor.predict(input_fn=predict_validation_input_fn)\n",
    "    validation_predictions = np.array([item['predictions'][0] for item in validation_predictions])\n",
    "    \n",
    "    # Compute training and validation loss.\n",
    "    training_root_mean_squared_error = math.sqrt(\n",
    "        metrics.mean_squared_error(training_predictions, training_targets))\n",
    "    validation_root_mean_squared_error = math.sqrt(\n",
    "        metrics.mean_squared_error(validation_predictions, validation_targets))\n",
    "    # Occasionally print the current loss.\n",
    "    print(\"  period %02d : %0.2f\" % (period, training_root_mean_squared_error))\n",
    "    # Add the loss metrics from this period to our list.\n",
    "    training_rmse.append(training_root_mean_squared_error)\n",
    "    validation_rmse.append(validation_root_mean_squared_error)\n",
    "  print(\"Model training finished.\")\n",
    "\n",
    "  # Output a graph of loss metrics over periods.\n",
    "  plt.ylabel(\"RMSE\")\n",
    "  plt.xlabel(\"Periods\")\n",
    "  plt.title(\"Root Mean Squared Error vs. Periods\")\n",
    "  plt.tight_layout()\n",
    "  plt.plot(training_rmse, label=\"training\")\n",
    "  plt.plot(validation_rmse, label=\"validation\")\n",
    "  plt.legend()\n",
    "\n",
    "  print(\"Final RMSE (on training data):   %0.2f\" % training_root_mean_squared_error)\n",
    "  print(\"Final RMSE (on validation data): %0.2f\" % validation_root_mean_squared_error)\n",
    "\n",
    "  return dnn_regressor, training_rmse, validation_rmse"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "colab": {
     "autoexec": {
      "startup": false,
      "wait_interval": 0.0
     }
    },
    "colab_type": "code",
    "id": "KueReMZ9Kxk7"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Training model...\n",
      "RMSE (on training data):\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A4E4C2B0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A4E4C2B0>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A5E70470>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A5E70470>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A5E70978>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A5E70978>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A5E708D0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A5E708D0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A5E70CC0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A5E70CC0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A6808160>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A6808160>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A65CB1D0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A65CB1D0>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A65CB6D8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A65CB6D8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A65CB630>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A65CB630>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A65CBA20>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A65CBA20>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A6B528D0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A6B528D0>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139ADD337F0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139ADD337F0>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADD33CF8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADD33CF8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADD33C50>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADD33C50>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADD44048>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADD44048>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "  period 00 : 169.78\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139AE1E6358>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139AE1E6358>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139AE2312E8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139AE2312E8>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE2317F0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE2317F0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE231748>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE231748>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE231B38>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE231B38>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139ADFC1160>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139ADFC1160>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139ADF94FD0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139ADF94FD0>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A69BB710>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A69BB710>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A69BB550>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A69BB550>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A69BB8D0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A69BB8D0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A68C69B0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A68C69B0>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139ADDA28D0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139ADDA28D0>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADDA2DD8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADDA2DD8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADDA2D30>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADDA2D30>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADDB4160>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADDB4160>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "  period 01 : 170.05\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A6072048>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A6072048>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A4E796D8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A4E796D8>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A4E79C50>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A4E79C50>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A4E79668>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A4E79668>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A4E79DA0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A4E79DA0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139ADE3CDD8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139ADE3CDD8>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139ADF8CC18>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139ADF8CC18>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A6884240>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A6884240>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A6884208>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A6884208>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A68845C0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A68845C0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139ADEA6D30>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139ADEA6D30>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A605F710>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A605F710>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A605F3C8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A605F3C8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A605F550>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A605F550>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A6086080>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A6086080>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "  period 02 : 167.54\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139AE1CC358>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139AE1CC358>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139AE31F2E8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139AE31F2E8>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE31F7F0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE31F7F0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE31F748>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE31F748>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE31FB38>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE31FB38>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A6550FD0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A6550FD0>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139AE003EF0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139AE003EF0>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A68A63C8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A68A63C8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A68A62B0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A68A62B0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A68A6780>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A68A6780>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139AE411BA8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139AE411BA8>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A630DF28>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A630DF28>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A630D5C0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A630D5C0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A630D940>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A630D940>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A630D320>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A630D320>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "  period 03 : 170.29\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139AF4D5208>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139AF4D5208>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A66BD630>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A66BD630>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A66BDB38>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A66BDB38>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A66BDA90>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A66BDA90>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A66BDE80>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A66BDE80>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A5E707F0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A5E707F0>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A4E79208>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A4E79208>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A61B4160>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A61B4160>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A61B4668>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A61B4668>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A61B4C18>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A61B4C18>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A689B7F0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A689B7F0>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A6028710>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A6028710>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A6028C18>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A6028C18>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A6028B70>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A6028B70>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A6028F98>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A6028F98>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "  period 04 : 167.85\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A6028828>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A6028828>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A608FA20>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A608FA20>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A6799EF0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A6799EF0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A6799860>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A6799860>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A67996D8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A67996D8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A5FD3EB8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A5FD3EB8>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A6131C88>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A6131C88>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A6158080>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A6158080>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A6158048>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A6158048>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A61583C8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A61583C8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139ADFC9978>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139ADFC9978>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A6131F98>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A6131F98>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A682A278>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A682A278>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A682ADA0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A682ADA0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A682AD68>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A682AD68>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "  period 05 : 154.65\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A686B400>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A686B400>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139AF4A82E8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139AF4A82E8>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AF4A8E48>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AF4A8E48>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AF4A8F60>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AF4A8F60>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AF4A84A8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AF4A84A8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A65D5128>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A65D5128>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A6036A90>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A6036A90>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A6036FD0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A6036FD0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A6036BE0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A6036BE0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A60369B0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A60369B0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A6090B38>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A6090B38>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A638FA58>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A638FA58>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A638FF60>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A638FF60>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A638FEB8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A638FEB8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A63902E8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A63902E8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "  period 06 : 141.34\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A6140208>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A6140208>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A5FC1630>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A5FC1630>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A5FC1B38>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A5FC1B38>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A5FC1A90>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A5FC1A90>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A5FC1E80>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A5FC1E80>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A63DFE48>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A63DFE48>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139AE118B70>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139AE118B70>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE13B240>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE13B240>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE13B128>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE13B128>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE13B518>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE13B518>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A6498D30>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A6498D30>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A6099438>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A6099438>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A6A0B320>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A6A0B320>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A6A0B6D8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A6A0B6D8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A6A0B550>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A6A0B550>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "  period 07 : 130.38\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A6491128>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A6491128>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139ADDDE518>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139ADDDE518>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADDDEA20>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADDDEA20>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADDDE978>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADDDE978>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADDDED68>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADDDED68>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A4D3AEB8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A4D3AEB8>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A6072470>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A6072470>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A6072DD8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A6072DD8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A60722E8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A60722E8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A657D0F0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A657D0F0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A67F6898>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A67F6898>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A67677B8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A67677B8>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A6767CC0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A6767CC0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A6767C18>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A6767C18>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A6767E10>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A6767E10>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "  period 08 : 113.23\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A6440320>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A6440320>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A600E940>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A600E940>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A60F0048>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A60F0048>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A60F0CF8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A60F0CF8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A60F09B0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A60F09B0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139AE2831D0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139AE2831D0>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139AE049D68>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139AE049D68>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE017278>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE017278>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE017160>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE017160>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE0175C0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE0175C0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A6013D68>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A6013D68>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A60F01D0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A60F01D0>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADD920B8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADD920B8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A60F0550>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A60F0550>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADD923C8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADD923C8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "  period 09 : 107.16\n",
      "Model training finished.\n",
      "Final RMSE (on training data):   107.16\n",
      "Final RMSE (on validation data): 104.55\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "_ = train_nn_regression_model(\n",
    "    my_optimizer=tf.train.GradientDescentOptimizer(learning_rate=0.0007),\n",
    "    steps=5000,\n",
    "    batch_size=70,\n",
    "    hidden_units=[10, 10],\n",
    "    training_examples=training_examples,\n",
    "    training_targets=training_targets,\n",
    "    validation_examples=validation_examples,\n",
    "    validation_targets=validation_targets)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "colab_type": "text",
    "id": "flxmFt0KKxk9"
   },
   "source": [
    " ## 线性缩放\n",
    "将输入标准化以使其位于 (-1, 1) 范围内可能是一种良好的标准做法。这样一来，SGD 在一个维度中采用很大步长（或者在另一维度中采用很小步长）时不会受阻。数值优化的爱好者可能会注意到，这种做法与使用预调节器 (Preconditioner) 的想法是有联系的。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "colab": {
     "autoexec": {
      "startup": false,
      "wait_interval": 0.0
     }
    },
    "colab_type": "code",
    "id": "Dws5rIQjKxk-"
   },
   "outputs": [],
   "source": [
    "def linear_scale(series):\n",
    "  \"\"\"\n",
    "  将特征线性缩放到 (-1,1)\n",
    "  \"\"\"\n",
    "  min_val = series.min()\n",
    "  max_val = series.max()\n",
    "  scale = (max_val - min_val) / 2.0\n",
    "  return series.apply(lambda x:((x - min_val) / scale) - 1.0)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "colab_type": "text",
    "id": "MVmuHI76N2Sz",
    "slideshow": {
     "slide_type": "slide"
    }
   },
   "source": [
    " ## 任务 1：使用线性缩放将特征标准化\n",
    "\n",
    "**将输入标准化到 (-1, 1) 这一范围内。**\n",
    "\n",
    "**花费 5 分钟左右的时间来训练和评估新标准化的数据。您能达到什么程度的效果？**\n",
    "\n",
    "一般来说，当输入特征大致位于相同范围时，神经网络的训练效果最好。\n",
    "\n",
    "对您的标准化数据进行健全性检查。（如果您忘了将某个特征标准化，会发生什么情况？）"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "colab": {
     "autoexec": {
      "startup": false,
      "wait_interval": 0.0
     }
    },
    "colab_type": "code",
    "id": "yD948ZgAM6Cx"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Training model...\n",
      "RMSE (on training data):\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A66EA4A8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A66EA4A8>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139ADF898D0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139ADF898D0>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADF89DD8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADF89DD8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADF89D30>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADF89D30>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADF64160>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADF64160>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139AE39B5C0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139AE39B5C0>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139AE0174E0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139AE0174E0>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A6273048>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A6273048>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A62736D8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A62736D8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A6273C50>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A6273C50>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A6723400>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A6723400>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A68C4320>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A68C4320>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A68C4828>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A68C4828>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A68C4780>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A68C4780>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A68C4B70>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A68C4B70>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "  period 00 : 228.51\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139AE04F6D8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139AE04F6D8>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139ADDA3B00>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139ADDA3B00>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A67BC048>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A67BC048>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADDA3F60>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADDA3F60>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A67BC390>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A67BC390>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139B2E32320>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139B2E32320>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139B2E58FD0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139B2E58FD0>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B2BF1240>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B2BF1240>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B2BF1198>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B2BF1198>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B2BF1588>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B2BF1588>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139AE3222E8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139AE3222E8>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139AE322B00>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139AE322B00>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE1C3860>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE1C3860>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE1C37B8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE1C37B8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE1C3400>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE1C3400>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "  period 01 : 200.81\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A62B16D8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A62B16D8>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A68B5748>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A68B5748>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A68BF630>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A68BF630>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A68BF470>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A68BF470>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A68BF748>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A68BF748>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A64E84A8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A64E84A8>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A2B90C18>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A2B90C18>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A5FF5208>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A5FF5208>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A5FF59E8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A5FF59E8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A5FF5550>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A5FF5550>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A66038D0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A66038D0>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A626C7B8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A626C7B8>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A626CCC0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A626CCC0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A626CC18>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A626CC18>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A626CE10>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A626CE10>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "  period 02 : 150.45\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A6247C18>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A6247C18>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139B2B5D4E0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139B2B5D4E0>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A2BF1780>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A2BF1780>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B2B5D320>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B2B5D320>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A2BF1A90>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A2BF1A90>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139B071E2E8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139B071E2E8>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139AE0CDE48>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139AE0CDE48>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE098400>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE098400>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE098208>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE098208>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE0985F8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE0985F8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A67AB4E0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A67AB4E0>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139AE2E24A8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139AE2E24A8>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A678CD68>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A678CD68>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE2E26D8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE2E26D8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A678C588>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A678C588>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "  period 03 : 118.90\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A60E5080>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A60E5080>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A6394EF0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A6394EF0>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A63945F8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A63945F8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A6394668>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A6394668>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A6394D30>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A6394D30>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139B32B5A20>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139B32B5A20>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139B3074978>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139B3074978>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B3074E80>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B3074E80>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B3074DD8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B3074DD8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B3085208>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B3085208>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A6355940>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A6355940>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A6355828>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A6355828>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A6355780>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A6355780>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A6355E48>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A6355E48>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADD9A1D0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADD9A1D0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "  period 04 : 115.23\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139ADEC50F0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139ADEC50F0>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139AE464128>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139AE464128>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE464630>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE464630>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE464588>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE464588>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE464978>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE464978>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139ADF5E390>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139ADF5E390>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A6099E48>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A6099E48>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A5FBF3C8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A5FBF3C8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A5FBF358>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A5FBF358>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADD92550>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADD92550>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139B0702B38>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139B0702B38>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139B2EA8A58>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139B2EA8A58>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B2EA8F60>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B2EA8F60>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B2EA8EB8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B2EA8EB8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B2EAF2E8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B2EAF2E8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "  period 05 : 111.20\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A6605BE0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A6605BE0>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A661F6D8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A661F6D8>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE0A2C18>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE0A2C18>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE0A2C50>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE0A2C50>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE0A2860>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE0A2860>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139AE243A58>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139AE243A58>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139B2CA29B0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139B2CA29B0>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B2CA2EB8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B2CA2EB8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B2CA2E10>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B2CA2E10>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B2F4C2E8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B2F4C2E8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A6A0B2B0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A6A0B2B0>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139AE48D7B8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139AE48D7B8>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE48DCF8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE48DCF8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE48DB00>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE48DB00>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE48DEB8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE48DEB8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "  period 06 : 106.72\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139B30CF550>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139B30CF550>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139B2B7E588>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139B2B7E588>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B2B7ED68>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B2B7ED68>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B2B7E710>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B2B7E710>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B2B7E390>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B2B7E390>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139ADD9A0F0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139ADD9A0F0>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A6090BA8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A6090BA8>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A65CBEF0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A65CBEF0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A65CBEB8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A65CBEB8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADE72F28>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADE72F28>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139AE0616A0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139AE0616A0>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139B2B35D68>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139B2B35D68>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B2B35240>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B2B35240>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B2B35780>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B2B35780>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B2B35668>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B2B35668>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "  period 07 : 101.46\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A66B62E8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A66B62E8>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139ADEAB710>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139ADEAB710>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADEABC18>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADEABC18>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADEABB70>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADEABB70>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADEABF98>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADEABF98>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139B065F7B8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139B065F7B8>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A4E4CCF8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A4E4CCF8>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE454400>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE454400>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE4542E8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE4542E8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE454748>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE454748>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A670F2B0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A670F2B0>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A66F2CF8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A66F2CF8>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE225240>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE225240>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE225198>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE225198>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE225588>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE225588>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "  period 08 : 95.30\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139B2F8C780>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139B2F8C780>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139AE322748>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139AE322748>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B0764278>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B0764278>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE3224E0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE3224E0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A4D07C50>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A4D07C50>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139B06F8B00>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139B06F8B00>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139B30C6BA8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139B30C6BA8>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B30C6D30>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B30C6D30>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B30C6438>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B30C6438>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B30A74A8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B30A74A8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139ADDDDD68>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139ADDDDD68>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139ADE72E80>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139ADE72E80>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADE72C18>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADE72C18>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADE72EB8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADE72EB8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADD92A90>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADD92A90>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "  period 09 : 89.01\n",
      "Model training finished.\n",
      "Final RMSE (on training data):   89.01\n",
      "Final RMSE (on validation data): 88.39\n"
     ]
    },
    {
     "data": {
      "image/png": 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VrfoXX3UtOAR+/TK8PYLL1/0fu9vfwz0fQIvwEM47IbleQzHGmPrSuXNnFixY4Nn+A9aAQVW3qOp8d3ovsBxIUdVJqnr416WzgPbu9AXAO6papKrrgTXAgEDFV6WQcLj0P0j7Ady041GuS1zHHe8uZMqKbZ6EY4wxTV29tKYTkXSgLzC7wqzfAp+50ynAJr95uW5ZxW2NEpG5IjK3oKCg7oM9LCwaLnsXadeNe/Y+zEVxG7nhzXnMXrc9cPs0xphmKuDJSERaABOA21V1j1/5n3Eu5Y09XFTJ6j9pXaGqL6pqtqpmx8fHByLkH0W2his+QFq155FDf2VIyzyuHTOXxbm7A7tfY4xpZgKajEQkFCcRjVXV9/3KrwbOBS7XH5vz5QKpfqu3B/ICGV+NtIiHqz4kKLI1/9K/0js8n6tfm8Oabfu8jswYY5qMgCUjcUZWegVYrqqP+5WfBdwFnK+q/oMJTQSGi0i4iGQAnYE5gYqvVlq1h6s+IjgohP+E/o0UCrji5dls2mFjIRljvNGiRQsA8vLyuPjiiytdZvDgwVT385cnn3ySAwd+/CyryZAUgRDImtFJwJXAUBFZ6D7OAZ4FYoAv3bIXAFR1KTAOWAZ8Dtxc7y3pqhKbCVd+QEjZASZEP0pkcSFXvjKbbXttLCRjjHeSk5PLe+Q+FhWTUU2GpAiEQLamm66qoqpZqtrHfXyqqp1UNdWv7Aa/dR5W1UxV7aqqn1W1fU8k9oLLJxB2sIBP2jzOwT3bueqVOew+UOJ1ZMaYRu6uu+46YjyjBx98kIceeohhw4aVD/fw0Ucf/WS9DRs20KtXLwAOHjzI8OHDycrK4tJLLz2ib7obb7yR7OxsevbsyQMPPAA4na/m5eUxZMgQhgwZAvw4JAXA448/Tq9evejVqxdPPvlk+f6ONlTF8bDugGortT8MH0vUW5fwZcIznLrldka+Poc3rx1IdLidTmMavc/uhq2L63abib3h7EeqXGT48OHcfvvt3HTTTQCMGzeOzz//nDvuuIOWLVtSWFjIoEGDOP/883HugvzU888/T1RUFIsWLWLRokX069evfN7DDz9M27ZtKSsrY9iwYSxatIhbb72Vxx9/nClTphAXF3fEtubNm8drr73G7NmzUVUGDhzIaaedRps2bWo8VEVtWEepxyJzCFz8Ki23L2Zyyr9Zvmkb1/9nHkWlDeeqojGmcenbty/btm0jLy+PH374gTZt2pCUlMQ999xDVlYWp59+Ops3byY/P/+o2/j222/Lk0JWVhZZWVnl88aNG0e/fv3o27cvS5cuZdmyZVXGM336dH71q18RHR1NixYtuOiii5g2bRpQ86EqasO+yh+r7ufBBf8i7sMb+KpDJKeuuYZb317Avy7rR0iw5XhjGq1qajCBdPHFFzN+/Hi2bt3K8OHDGTt2LAUFBcybN4/Q0FDS09MrHTrCX2W1pvXr1/PYY4/x/fff06ZNG0aOHFntdqrqt7SmQ1XUhn1qHo8+I+Dsf5KS/zVfpL/LpKVbuGvCYny+xtv5rDHGO8OHD+edd95h/PjxXHzxxezevZt27doRGhrKlClTyMnJqXL9U089lbFjnZ9uLlmyhEWLFgGwZ88eoqOjadWqFfn5+Xz22Y+35I82dMWpp57Khx9+yIEDB9i/fz8ffPABp5xySh0e7ZGsZnS8Bo6Cot10+vqvfJgRyQXzLyQmIoQHzutx1Ou6xhhTmZ49e7J3715SUlJISkri8ssv57zzziM7O5s+ffrQrVvVQ9rceOONXHPNNWRlZdGnTx8GDHB6VDvhhBPo27cvPXv2pGPHjpx00knl64waNYqzzz6bpKQkpkyZUl7er18/Ro4cWb6N6667jr59+9bJJbnK2BASdUEVvrwPZj7DtKSRXLn+TG4b1pk7zujidWTGmBqwISQCo0EMIdGsiMAZ/wuH9nDK/Nd5Ni2SW76CmIgQrjulo9fRGWNMg2fJqK6IwLlPQNFezl36PLtTI/nzJ9AyIpRL+qdWv74xxjRjlozqUlAw/OrfULyPy1Y/wa6Uu7n7fWgREcI5vZO8js4YUwVVtfu8dai2t4CsNV1dCwmD34xB0n7OTTv/ybUJq7ntnQV8syqAw10YY45LREQE27dvr/UHqKmcqrJ9+3YiIiJqvI41YAiUQ3tgzHlowQruiniAibszePPagWSnt/U6MmNMBSUlJeTm5lb72xtTcxEREbRv357Q0NAjyo/WgMGSUSDt3w6vnY1vz2ZuDH6QmQc78M6oQfRMbuV1ZMYY44mjJSO7TBdI0bHOWEhRsTyvD5MVmsdVr8xhXYGNhWSMMf4sGQVay2S46iOCQsIZE/p3UjSfK16ezeZdx999hjHGNBWWjOpD2wxnLCQtZnz0o0Qc2saVL8+mcF+R15EZY0yDYMmoviT0cMZCKtrBx20e58Dubc5YSAdtLCRjjLFkVJ/anwgj3iFqbw6T4p9my7Z8rn39ew4W29ATxpjmzZJRfcs4BS55g5a7ljM56QWWbszn+jfnUVzq8zoyY4zxjCUjL3Q9C371b2IL5zI59TVmrtrC7e8uoMyGnjDGNFOWjLzS+2L45f+Rsu0bPk97i88X5zH6/UX2C3BjTLMUsGQkIqkiMkVElovIUhG5zS1vKyJfishq928bt1xE5GkRWSMii0SkX9V7aAL6XwunP0in/M/5IG0C4+Zu4uFPlltCMsY0O4GsGZUCd6pqd2AQcLOI9ADuBr5S1c7AV+5zgLOBzu5jFPB8AGNrOE6+A07+Ayfkf8CbaZ/x8vT1jJ290euojDGmXgUsGanqFlWd707vBZYDKcAFwBh3sTHAhe70BcAb6pgFtBaR5tHV9bD7IftaTs5/k4fjv+TJyas4UFzqdVTGGFNv6uWekYikA32B2UCCqm4BJ2EB7dzFUoBNfqvlumUVtzVKROaKyNyCgibSE7YInPMY9L6Ey/e+xs8PTOWN76oe694YY5qSgCcjEWkBTABuV9U9VS1aSdlPbp6o6ouqmq2q2fHx8XUVpveCguDC5yC5H/dHjuOVqSvYe8h+EGuMaR4CmoxEJBQnEY1V1ffd4vzDl9/cv9vc8lzAf0jU9kBeIONrcIJDYdj9xJVt4+ziL3h1+gavIzLGmHoRyNZ0ArwCLFfVx/1mTQSudqevBj7yK7/KbVU3CNh9+HJes9JxMKSfwp0R/+XNacvZdaDY64iMMSbgAlkzOgm4EhgqIgvdxznAI8AZIrIaOMN9DvApsA5YA7wE3BTA2BouERh6L63KdnBR2ae8+O06ryMyxpiACwnUhlV1OpXfBwIYVsnyCtwcqHgalQ6DoNMZ3LruE06bcSa/PTmDuBbhXkdljDEBYz0wNFRD/0y0bw+X6yc8P3Wt19EYY0xAWTJqqJL7QvfzuCHsMybOWsrW3Ye8jsgYYwLGklFDNuTPRPgOcK1M5Nkpq72OxhhjAsaSUUPWrjvS+zf8NnQSX32/mE07DngdkTHGBIQlo4Zu8N2Eagk3BH/EM19b7cgY0zRZMmroYjORvpdzefBXzJy/iHUF+7yOyBhj6pwlo8bg1D8RHCTcGvIBT31ltSNjTNNjyagxaJ2KnHgNFwdN5Ycf5rNy616vIzLGmDplyaixOOVOJCSMO8M+4IkvV3kdjTHG1ClLRo1FTAIycBTnynTWLJvL4tzdXkdkjDF1xpJRY3LS7RAWzV3hE3j8y5VeR2OMMXXGklFjEtUW+dktnMFstq2aw7ycnV5HZIwxdcKSUWPzs5vQyDaMjrDakTGm6bBk1NhEtEJOuo2TdT4H137HzLWFXkdkjDHHzZJRYzRgFBrdjnsixvP4pFU4o28YY0zjZcmoMQqLRk65k2xdQtimaXyzqsDriIwx5rhYMmqssq9BW6ZwT/h4/u+LlVY7MsY0apaMGquQcOS0P9FLVxG/dSqTluV7HZExxhwzS0aNWZ/L0TYZjI6YwBNfrMDns9qRMaZxClgyEpFXRWSbiCzxK+sjIrNEZKGIzBWRAW65iMjTIrJGRBaJSL9AxdWkBIcig0fT2beejoVf8fHiLV5HZIwxxySQNaPXgbMqlP0DeEhV+wD3u88BzgY6u49RwPMBjKtp6X0xGt+NuyPe5+kvl1Na5vM6ImOMqbWAJSNV/RbYUbEYaOlOtwLy3OkLgDfUMQtoLSJJgYqtSQkKRobcQwdfLlk7JvHhwrzq1zHGmAamvu8Z3Q78U0Q2AY8Bo93yFGCT33K5btlPiMgo9xLf3IICa9IMQPfz0cQs/hTxAc9OXkZxqdWOjDGNS30noxuBO1Q1FbgDeMUtl0qWrfRuvKq+qKrZqpodHx8foDAbGRFk6H0k+vL5+Z7PeW/epurXMcaYBqS+k9HVwPvu9HvAAHc6F0j1W649P17CMzXR+Qw0dSB3hn/Ivycv41BJmdcRGWNMjdV3MsoDTnOnhwKHx9CeCFzltqobBOxWVWsaVhtu7SjWt53TD3zCW7M3eh2RMcbUWEigNiwibwODgTgRyQUeAH4HPCUiIcAhnJZzAJ8C5wBrgAPANYGKq0nLOAUyTuO2nImcO+VMhg9IJSosYC+xMcbUmYB9UqnqiKPMOrGSZRW4OVCxNCtD76PVK6dzXsnHjJnZkxsHZ3odkTHGVMt6YGhqUvtDl7O4OfwT3vpmEXsPlXgdkTHGVMuSUVM05M9E+/ZxcclHvDp9g9fRGGNMtSwZNUVJWdDjQq4P/ZwJ0xay60Cx1xEZY0yVLBk1VUPuIZwirij7gBe/Xed1NMYYUyVLRk1VfFck61JGhn7JxzPmU7ivyOuIjDHmqCwZNWWn3UWo+LiO93l+6lqvozHGmKOyZNSUtc1A+l7JZSFT+HrW92zdfcjriIwxplKWjJq6U/9IcFAwN8kEnp2yuvrljTHGA5aMmrpWKUj/a/l18DRmfz+HTTsOeB2RMcb8hCWj5uDkP0BoBLcFj+eZr612ZIxpeCwZNQct4gkadCPnBs1kyYKZrCvY53VExhhzBEtGzcXPf48vvCV/CBnPU19Z7cgY07BYMmouItsQ9PNbOV3msmHRNFZu3et1RMYYU86SUXMy6AZ8kbH8KXQ8T3y5yutojDGmXJXJSESG+k1nVJh3UaCCMgESHkPQKXdwkvzAjmVTWJy72+uIjDEGqL5m9Jjf9IQK8+6t41hMfeh/Hb4WCdwVPp7HJ63wOhpjjAGqT0ZylOnKnpvGIDSSoFP/yIksp3TN18zL2el1RMYYU20y0qNMV/bcNBb9rsbXKpW7w96z2pExpkGoLhl1FJGJIvJfv+nDzzOqWdc0VCFhBA2+m56sJXr9F8xcW+h1RMaYZk5Uj17BEZHTqlpZVb+p84hqITs7W+fOnetlCI1XWSm+fw1k3c5iRsc/z7gbT0LErrwaYwJLROapanbF8iprRqr6jf8DmAnsAZZXl4hE5FUR2SYiSyqU/15EVorIUhH5h1/5aBFZ4877Ra2OztRecAhBQ0bTSTeSlPsZ36wq8DoiY0wzVl3T7hdEpKc73Qr4AXgDWCAiI6rZ9uvAWRW2NwS4AMhS1Z64rfVEpAcwHOjprvOciATX+mhM7fS8CF+7HvwxfAJPfLGcqmrJxhgTSNXdMzpFVZe609cAq1S1N3Ai8KeqVlTVb4EdFYpvBB5R1SJ3mW1u+QXAO6papKrrgTXAgJofhjkmQUEEDb2XVN1Cl/yPmbQs3+uIjDHNVHXJqNhv+gzgQwBV3XqM++sCnCIis0XkGxHp75anAJv8lst1y35CREaJyFwRmVtQYJeWjlvXc9DkfvxP2Ac888VSfD6rHRlj6l91yWiXiJwrIn2Bk4DPAUQkBIg8hv2FAG2AQcAfgXHi3DWv7M55pZ+KqvqiqmaranZ8fPwxhGCOIIIMvZcELaDv9ol8vHiL1xEZY5qh6pLR9cAtwGvA7X41omHAJ8ewv1zgfXXMAXxAnFue6rdceyDvGLZvjkXmULTDz7k97COen7SY0jKf1xEZY5qZ6lrTrVLVs1S1j6q+7lf+hareeQz7+xAYCiAiXYAwoBCYCAwXkXC3D7zOwJxj2L45FiLIsPuI1Z2cvOtDPlxo3wOMMfUrpKqZIvJ0VfNV9dYq1n0bGAzEiUgu8ADwKvCq29y7GLhanSZcS2ZoZCEAABnVSURBVEVkHLAMKAVuVtWy2hyIOU5pP0czh3HLuo/5zeRzOf+EZMJCrFN3Y0z9qDIZATcAS4BxOJfNavyrSFU9WtPvK46y/MPAwzXdvql7MvTPtFo7lF/seZ/35vXi8oFpXodkjGkmqvvqmwS8CPwCuBIIBSaq6hhVHRPo4Ew9SzkR7fZLbgj7lDGTF3CoxCqnxpj6Ud09o+2q+oKqDgFGAq1xLqldWR/BmfonQ/5MlB7kgoMTeGv2Rq/DMcY0EzW6KSAi/YDbcS6xfQbMC2RQxkMJPZFev+ba0C94Z8pcDhSXeh2RMaYZqK47oIdEZB7wB+AbIFtVr1XVZfUSnfHG4NGEU8qlRRMYMzPH62iMMc1AdTWj+4BWwAnA34H5IrJIRBaLyKKAR2e8EdcJ6TOCq0Im88E3c9h7qMTriIwxTVx1relszKLm6tQ/EfzDu1xd/B6vTs/mttM7ex2RMaYJq64BQ05lD5weE06unxCNJ9qkEXTiSIaHTOXzad+x60Bx9esYY8wxqu6eUUt3nKFnReRMcfweWAdcUj8hGs+ccicSHMJ1vnHc++ESG2LCGBMw1d0z+g/QFVgMXAdMAi4GLlDVCwIcm/FayySCBo7iV8EzWLn4e/41ZY3XERljmqjq7hl1dMcvQkRexulHroOq7g14ZKZhOOkOZMGb/CfsX5w5qQ1dEmI4s2ei11EZY5qY6mpG5c2o3L7i1lsiamaiY5FL3yShNI8xMc9x57vzWLF1j9dRGWOamOqS0Qkissd97AWyDk+LiH0iNRfpJyPnPUnfkgXcH/IG142Zy4791qDBGFN3qrxMp6rB9RWIaeD6XgGFq/jNjKdYvi+RG9+M5M3rBhIabD17G2OOn32SmJob9iB0/SX3Bb9BRM4UHpy41OuIjDFNhCUjU3NBQXDRi0hiT16MeIbv58zgP7OsuyBjzPGzZGRqJ7wFjHiXsKiWjI1+gmcmzmTm2kKvozLGNHKWjEzttUpBRrxNHLt5NfJJbn9zFhu3H/A6KmNMI2bJyByblH7Ir16gV9kK7tcXuG6MdahqjDl2lozMset5IQy9l3OZxi92jOWOdxfi81mXQcaY2gtYMhKRV0Vkm4gsqWTe/4iIikic+1xE5GkRWeMOUdEvUHGZOnbK/0DWpdwZMo6wlRN5bNJKryMyxjRCgawZvQ6cVbFQRFKBMwD/Ma3PBjq7j1HA8wGMy9QlETj/GTR1EE+Fv8D0bybx0cLNXkdljGlkApaMVPVbYEcls54A/gT4X8+5AHhDHbOA1iKSFKjYTB0LCUeGjyWkZSJjIh/n8fFfsyh3l9dRGWMakXq9ZyQi5wObVfWHCrNSgE1+z3Pdssq2MUpE5orI3IKCggBFamotOg65fBytQkp4KfT/uG3MdLbtOeR1VMaYRqLekpGIRAF/Bu6vbHYlZZXeCVfVF1U1W1Wz4+Pj6zJEc7zadSfoN2PoTA73FT/BDW/M4VBJmddRGWMagfqsGWXiDGP+g4hsANoD80UkEacmlOq3bHsgrx5jM3Wl8+nIWY8yVOZy5tZ/c8/7i21QPmNMteotGanqYlVtp6rpqpqOk4D6qepWYCJwlduqbhCwW1W31Fdspo4NHAX9r+OGkI8JWfQmL01b53VExpgGLpBNu98GvgO6ikiuiFxbxeKf4gxlvgZ4CbgpUHGZenLWo2jmUP4e+ipff/4+U1Zs8zoiY0wDJo35Ekp2drbOnTvX6zDM0Rzche/lM9i3YwsjfH/lqZt/Tad2MV5HZYzxkIjMU9XsiuXWA4MJnMjWBF0+jujwUJ6TR7n99ansOmCD8hljfsqSkQmsthkEjxhLalAB9+z7O7eN/Z7SMp/XURljGhhLRibw0n5O0PlP8/Ogpfwi5zH++vEyryMyxjQwloxM/ehzGZz8By4L+ZqgOS/wzpyN1a9jjGk2LBmZ+jP0PnzdzuPe0Df5euIbfL+hst6ijDHNkSUjU3+Cggi66N9oQm+eDHmGx96YQO5OG5TPGGPJyNS3sGiCL3+XsOjWPOF7hD++PpkDxaVeR2WM8ZglI1P/WiYTcvm7JATv5487H+Lud+bYoHzGNHOWjIw3kvsQfPFL9Ataw+mr/8LTX63yOiJjjIcsGRnvdD8PHfYg5wd/h059lM8WW3eExjRXloyMp+Tk2ynLGsEdoROY/N5zLM3b7XVIxhgPWDIy3hIh+PynKE4ZxN+Cnuep19+icF+R11EZY+qZJSPjvZBwwi57C4lJ4m9Ff+fe1z+luNS6DDKmObFkZBqG6FjCrhpPqzAft227j/+dMMcG5TOmGbFkZBqO+K6EDn+DrkF5DF5yN2NmrPU6ImNMPbFkZBqWzKFwzj8YFryA0s/vY9rqAq8jMsbUA0tGpsEJGnAdJdmjuC7kU74e+w/WF+73OiRjTIBZMjINUujZf+dg2lDu4RX+9crL7DlU4nVIxpgAsmRkGqbgECJHjKGkdSb3HXiUv70xkTLrMsiYJsuSkWm4IloSdfV7hIeHcX3uaJ7572yvIzLGBEjAkpGIvCoi20RkiV/ZP0VkhYgsEpEPRKS137zRIrJGRFaKyC8CFZdpZNqkE3HFu6QG72Dg3Dt4//t1XkdkjAmAQNaMXgfOqlD2JdBLVbOAVcBoABHpAQwHerrrPCciwQGMzTQmHQbCBc/ys+BllP33Dubn2KB8xjQ1AUtGqvotsKNC2SRVPTx4zSygvTt9AfCOqhap6npgDTAgULGZxiekz3AO/uwP/CZoKtPGPMCW3Qe9DskYU4e8vGf0W+AzdzoF2OQ3L9ct+wkRGSUic0VkbkGB/QalOYk84z72Zp7L78v+w8sv/4t5OTso3FdkPTUY0wSEeLFTEfkzUAqMPVxUyWKVfsKo6ovAiwDZ2dn2KdScBAURc+lL7H7hTP6w/R/896VpTNZEtoYkU9oqndD4TBLj40iPjSY9Lpr02CjiY8IRqeztZYxpSOo9GYnI1cC5wDD98SttLpDqt1h7IK++YzONQFgUra4Zz6HxN/Cr/MWEH5rqlO9xHgVrWrFBE8jRRL71JbAlOInilumExmUSn5DgJKrYaNLjokiIiSAoyBKVMQ1BvSYjETkLuAs4TVUP+M2aCLwlIo8DyUBnYE59xmYakZhEIq750Jku2gs71sPO9bBjHbHb1xGzbQ1ZO1cRfuBbZ5l9zmPn+hbkaAIbNIE5mshmSaSoZTpBcZnExSeRFteiPFEltYok2BKVMfUmYMlIRN4GBgNxIpILPIDTei4c+NK9dDJLVW9Q1aUiMg5YhnP57mZVLQtUbKYJCY+BpCzngXMTNOLwvJKDsHMD7FgHO9bRavs6um1bQ7cd6wjbP4sgfLAf2A97N0SW16g+1ARySeJQTAeCYjNp3S6V9Pho0mKjyYiNJrl1BCHB9hM9Y+qSNOabv9nZ2Tp37lyvwzCNUWkR7NpYnqh0xzqKtq1Bt68jfF8uQeWNPuGAhpfXqHI0kU0kcKBFGhLbkVbt0ujg1qjSYqPo0DbKEpUxVRCReaqaXbHckwYMxnguJBziOjsPnBY05TWqslLYvak8UUXuWEfHbWtI376OsL0LCfaVwCFgMxTlhpKj7cjRBL7WBHIkmf0xmQTFdSY+KZXMdjFkxkfTMb4FrSJDPTpYYxo+qxkZUxu+MtiTd0SNqrhgDWWF6wjbvYEQ36HyRfdoFOs0ibWazFpfEgXhafjaZhKV1IX0hLZ0jI+mU3wLklvb/SnTfBytZmTJyJi64vPB3jwoXAWFaygrWEnR1pUEbV9NxMGt5YuVIWzytWOtJrNOk8iRFA616khwu64kJKSQmRBDZnwLMuKiiQ63ixemabFkZIyXivbB9jVQuBotXEVx/krKtq0ibPc6QnxF5Yvt1ig3SSWz1pfMzsgO+GK70CKxE+mJbciMb0FmfAsSWtrvp0zjZPeMjPFSeAtI7gPJfRCcJqWAU5vak1tem2pRsJJuW1fSY/sKIg5967QtzYfSrUFs1Has0yQ+0mQ2B6VQ1LoTIe26kJjo1KY6xju/oYoItW4dTeNjNSNjGqpDe5za1PY1qHvJr6xgFRF71hPsKy5fbKe2cO5N+ZJZRxJ7ojLQuE7EJHYhI7E1XRJa0DkhhpYR1oDCeM9qRsY0NhEtIaUfpPQ7srWfr8xp7Ve4GgpX02KbU5vquWMpEUXfQDGQByWbg9mo7Vil7ZmmqRREdsIX341W7bvSJbE1XRJi6NSuhdWkTINgNSNjmpJDu6FwDWxfjRas4uCWZZC/nMh9OYjb3eMhDWW1prBKU1mpqeyK6UxQQg8SkjPomtSSrokxpNnvpUyAWAMGY5qz4gNQuBLyl1GWv4yizYsJKlhOxKFt5Yvs0mhWaiorfamskQ4caN2F0KSepKUk0zUhhi6JMSS3irCGE+a4WDIyxvzUgR2wbRlsW07pliUU5S0mbPtKQkv3lS+yWWNZ5WvPSu1ATnAaRW27EpXSg05JsXRJjKFrQgyxLcKr2IkxP7JkZIypGVXYnesmqWUU5y2hdMtSwnetIVhLACgliA2+RFa4Nakt4RmUxXendUoXuia2oktiDF0SYmhhv5MyFVgyMsYcn7IS2L4Wti1D85dSvGUpvq1Lidi3qfx+1AENZ7WmsNKXykptz/aoTkhCTxJTOtA1sSVdEmLIbBdNeIg1mmiuLBkZYwKjeD8UrIB8J0kV5S1FCpYRfqiwfJEd2oKVvg6s0FTWkMqeNr1o2SGLHh3iyEppTdfEGMJCrMFEc2DJyBhTv/YXOpf68pfhy19GUd5iQrevIKTUGcqsmBCW+zqw2JfBMjLZH+ckqF6psfRKaUWXhBhCrUVfk2PJyBjjPZ8PduXAloXo5gUUbZxHcP4PhJbsBaCIUJb50pwEJZkcjOtNm7Re9GwfS1b71mTGR1uT80bOkpExpmHy+ZyRevMWoJsXcGjTfELyfyC0dD8ABzWMZZrGIl9HVgZlcig+i7ZpPemd2pbeKa3pGBdtw8c3IpaMjDGNh88HO9b+mKA2ziN02yJCyg4CTkOJJZrOEl8GK4M6UZRwAnEdetA7tQ1Z7VuT1jbKElQDZcnIGNO4+cqcvvryFuDbPJ+ijfMI3bakfAyp/RrBEk1nka8ja0I6UdLuBOLTu5PVvi1Z7VvRvk2k/WC3AbBkZIxpespKnR7P8xZQlreAopx5hBUuLR+WY69GstiXwWLNYG1oZ8oS+5DQoRtZqa3p3b619SjhgXpPRiLyKnAusE1Ve7llbYF3gXRgA3CJqu4U593wFHAOcAAYqarzq9uHJSNjzE+UlUDBSidBbZ5P0cb5hBcuLf/B7m6NZrEvncXakQ1hToJKTu9Gdnpb+qW1sR/qBpgXyehUYB/whl8y+gewQ1UfEZG7gTaqepeInAP8HicZDQSeUtWB1e3DkpExpkZKi6FgOeQtoDR3AcWb5hG+fTnBWgo4v4Oa6+vK99qd7bEn0iYzm/4d48lOb0ucdXVUpzy5TCci6cDHfsloJTBYVbeISBIwVVW7isi/3em3Ky5X1fYtGRljjllpkfM7qLwFlOTMoXT9DCL3bQSc+0/zfJ2Z4+tGbss+RGcMpG9mEv3T29ChbZRd2jsODWU8o4TDCcZNSO3c8hRgk99yuW7ZT5KRiIwCRgF06NAhsNEaY5qukHBI7gvJfQnN/i2hAHu2wMaZRGyYSfba6Zy68z04+B7Fy0L4YUlHPvF1Y2V4b0LSB5GV2YHs9DZ0S2xJsLXcO24N5eJoZa9kpVU2VX0ReBGcmlEggzLGNDMtk6DXrwnu9WuiwOnVfNNsQjfMpNfaaZxY8ClBZRMpWxvE8tUdmOPrysshPSltP4humZn0T3da7tmAhbVX38koX0SS/C7THR5MJRdI9VuuPZBXz7EZY8yRotpC17ORrmcTCU4/fLnfE5Qzk05rp9NtyzeElH0BubB2YxJzfN14T7qzP2EA6Znd6N8xlhPT2tiQ7zVQ38loInA18Ij79yO/8ltE5B2cBgy7q7tfZIwx9S4sGjoORjoOJmIITsOILQshZyap66bTYdMsRpRMgcLnyCuIZc7MrjzicxpFJHbMon/HWPqntyWhZUTV+2mGAtma7m1gMBAH5AMPAB8C44AOwEbgN6q6w23a/SxwFk7T7mtUtdqWCdaAwRjToPjKnEYROd9Run46vg0zCTtUAMAOjeF7X1fm+LqxsUUfWnfsR3bHePqntyUjLrrZNIqwH70aY0x9U4Ud6yBnJr4NMyhZP4PwvW6LPSKYV9aZ2b7urIroRXiHAfTNTGRAelu6J8U02Q5hLRkZY0xDsCcPcmaiOTMpXjed8B0rAWdIjYW+TL73dWVRUE98qQM4ITOVARmxTapRhCUjY4xpiA7sgI2zIGcGxetnEJK/iCAto4wglvjSmeXrzjzpQXHyQHpndmBARltOTGtDVFhDaQxdO5aMjDGmMSjaB7nfQ84MStZNIzhvHkG+EsoIYpmvA7N8PZir3dmXOIBemWkMyGhLdlpbWkU1jhZ7loyMMaYxKjnoJKcNMyhd9y1Bm+cS5CvGh7BCOzCrrDuztDs74wbQMzONgRlt6Z/RcLsxsmRkjDFNQckh2DwXNsygbP00JHcOQWVOL+UrtAPflXVnlq8729qcSLfMDAZmtGVARluSW0d6HLjDkpExxjRFpUWweT5smI5vw3TYOIugMmeMp9Waysyybszy9WBTyz507ZhZnpzSYr3pY8+SkTHGNAelxZC3ADZMQzfMQDd+R1CpM0LuWtozs9RJTmujTqBTx45ucoqlc7sW9TI6riUjY4xpjspKIG8h5ExHN0xHc74jqGQ/ABtIYUZpN2b5urMiPIuMjEwGZLRlYEZswH7rZMnIGGOMMzrulh+OTE7FewHYKMlML+nKLF8PloT2JjXNSU6DOrald0prwkKOPzlZMjLGGPNTZaWwdRHkzIANM/DlzCCoaA8Am4OSmFbsJKcFQT1on96ZMdcMOK4akyUjY4wx1fOVQf4S2DD9x+R0aBcA+WGpJNy1EIKP/Qe3DWVwPWOMMQ1ZUDAkneA8fnYzQT4fbFsKG6aTsHfrcSWiqlgyMsYYc3RBQZDY23kEcjcB3boxxhhTA5aMjDHGeM6SkTHGGM9ZMjLGGOM5S0bGGGM8Z8nIGGOM5ywZGWOM8ZwlI2OMMZ5r1N0BiUgBkHOcm4kDCusgnKbOzlPN2Hmqnp2jmmmq5ylNVeMrFjbqZFQXRGRuZf0kmSPZeaoZO0/Vs3NUM83tPNllOmOMMZ6zZGSMMcZzlozgRa8DaCTsPNWMnafq2TmqmWZ1npr9PSNjjDHes5qRMcYYz1kyMsYY47lmm4xE5CwRWSkia0Tkbq/jaYhEJFVEpojIchFZKiK3eR1TQyYiwSKyQEQ+9jqWhkpEWovIeBFZ4b6vfuZ1TA2RiNzh/s8tEZG3RSTC65gCrVkmIxEJBv4FnA30AEaISA9vo2qQSoE7VbU7MAi42c5TlW4DlnsdRAP3FPC5qnYDTsDO10+ISApwK5Ctqr2AYGC4t1EFXrNMRsAAYI2qrlPVYuAd4AKPY2pwVHWLqs53p/fifHCkeBtVwyQi7YFfAi97HUtDJSItgVOBVwBUtVhVd3kbVYMVAkSKSAgQBeR5HE/ANddklAJs8nuei33IVklE0oG+wGxvI2mwngT+BPi8DqQB6wgUAK+5lzNfFpFor4NqaFR1M/AYsBHYAuxW1UneRhV4zTUZSSVl1sb9KESkBTABuF1V93gdT0MjIucC21R1ntexNHAhQD/geVXtC+wH7H5tBSLSBudKTQaQDESLyBXeRhV4zTUZ5QKpfs/b0wyqwcdCREJxEtFYVX3f63gaqJOA80VkA84l36Ei8qa3ITVIuUCuqh6uXY/HSU7mSKcD61W1QFVLgPeBn3scU8A112T0PdBZRDJEJAzn5uBEj2NqcEREcK7vL1fVx72Op6FS1dGq2l5V03HeS1+rapP/JltbqroV2CQiXd2iYcAyD0NqqDYCg0Qkyv0fHEYzaOgR4nUAXlDVUhG5BfgCp6XKq6q61OOwGqKTgCuBxSKy0C27R1U/9TAm07j9HhjrfglcB1zjcTwNjqrOFpHxwHycFq0LaAZdA1l3QMYYYzzXXC/TGWOMaUAsGRljjPGcJSNjjDGes2RkjDHGc5aMjDHGeM6SkTF1TETKRGSh2+PyeyISVcv1X65Nh7QiMlJEnq19pMY0HJaMjKl7B1W1j9vjcjFwQ01XFJFgVb1OVe3HoKZZsWRkTGBNAzoBiMgVIjLHrTX92x3KBBHZJyJ/EZHZwM9EZKqIZLvzRojIYreW9ejhjYrINSKySkS+wflx8uHy37jL/iAi39brkRpzHCwZGRMgbvf/Z+P0YNEduBQ4SVX7AGXA5e6i0cASVR2oqtP91k8GHgWGAn2A/iJyoYgkAQ/hJKEzcMbkOux+4BeqegJwfkAP0Jg61Cy7AzImwCL9uk+ahtO/3yjgROB7p7sxIoFt7jJlOJ3RVtQfmKqqBQAiMhZnPCAqlL8LdHHLZwCvi8g4nA42jWkULBkZU/cOurWfcm6Hl2NUdXQlyx9S1bJKyisb6uSwSvvxUtUbRGQgzkB/C0Wkj6pur2ngxnjFLtMZUz++Ai4WkXYAItJWRNKqWWc2cJqIxLn3l0YA37jlg0Uk1h3i4zeHVxCRTFWdrar3A4UcOVSKMQ2W1YyMqQequkxE7gUmiUgQUALcDORUsc4WERkNTMGpJX2qqh8BiMiDwHc4I4HOx+l9HuCfItLZXf4r4IfAHJExdct67TbGGOM5u0xnjDHGc5aMjDHGeM6SkTHGGM9ZMjLGGOM5S0bGGGM8Z8nIGGOM5ywZGWOM8dz/A4lCJeJ2Ku+CAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "def normalize_linear_scale(examples_dataframe):\n",
    "  \"\"\"Returns a version of the input `DataFrame` that has all its features normalized linearly.\"\"\"\n",
    "  #\n",
    "  # Your code here: normalize the inputs.\n",
    "  #\n",
    "  for i in examples_dataframe:\n",
    "    examples_dataframe[i] = linear_scale(examples_dataframe[i])\n",
    "  return examples_dataframe\n",
    "\n",
    "normalized_dataframe = normalize_linear_scale(preprocess_features(california_housing_dataframe))\n",
    "normalized_training_examples = normalized_dataframe.head(12000)\n",
    "normalized_validation_examples = normalized_dataframe.tail(5000)\n",
    "\n",
    "_ = train_nn_regression_model(\n",
    "    my_optimizer=tf.train.GradientDescentOptimizer(learning_rate=0.0007),\n",
    "    steps=5000,\n",
    "    batch_size=70,\n",
    "    hidden_units=[10, 10],\n",
    "    training_examples=normalized_training_examples,\n",
    "    training_targets=training_targets,\n",
    "    validation_examples=normalized_validation_examples,\n",
    "    validation_targets=validation_targets)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "colab_type": "text",
    "id": "jFfc3saSxg6t"
   },
   "source": [
    " ### 解决方案\n",
    "\n",
    "点击下方即可查看一种可能的解决方案。"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "colab_type": "text",
    "id": "Ax_IIQVRx4gr"
   },
   "source": [
    " 由于标准化会使用最小值和最大值，我们必须确保在整个数据集中一次性完成该操作。\n",
    "\n",
    "我们之所以可以这样做，是因为我们所有的数据都在一个 DataFrame 中。如果我们有多个数据集，则最好从训练集中导出标准化参数，然后以相同方式将其应用于测试集。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {
    "colab": {
     "autoexec": {
      "startup": false,
      "wait_interval": 0.0
     }
    },
    "colab_type": "code",
    "id": "D-bJBXrJx-U_"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Training model...\n",
      "RMSE (on training data):\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A672FCC0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A672FCC0>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A647E780>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A647E780>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A647E438>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A647E438>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A647ED30>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A647ED30>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A647EF60>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A647EF60>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139AF5456D8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139AF5456D8>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A63AC860>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A63AC860>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A63AC940>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A63AC940>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A63AC7F0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A63AC7F0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A63AC240>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A63AC240>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139ADFDDDD8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139ADFDDDD8>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A616C5F8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A616C5F8>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADD2C278>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADD2C278>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADD2CEB8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADD2CEB8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADD2CA20>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADD2CA20>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "  period 00 : 199.34\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A6076C50>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A6076C50>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139ADD9A978>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139ADD9A978>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B2F2FE80>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B2F2FE80>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADD9AF28>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADD9AF28>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADE60AC8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADE60AC8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A6143978>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A6143978>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A642FA58>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A642FA58>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A642FAC8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A642FAC8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A642FD68>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A642FD68>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A6422208>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A6422208>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139B2ABA668>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139B2ABA668>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139B2AF9588>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139B2AF9588>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B2AF9A90>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B2AF9A90>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B2AF99E8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B2AF99E8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B2AF9DD8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B2AF9DD8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "  period 01 : 115.92\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A6A0BBE0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A6A0BBE0>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139B2A51828>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139B2A51828>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B2A51160>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B2A51160>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B2A51A58>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B2A51A58>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B2FA26A0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B2FA26A0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A695C0F0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A695C0F0>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A65D95C0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A65D95C0>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A65D9E48>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A65D9E48>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A65D9710>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A65D9710>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A65D9208>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A65D9208>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A634ABE0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A634ABE0>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139AE2D68D0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139AE2D68D0>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE2D60F0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE2D60F0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE2D6AC8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE2D6AC8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE2D60B8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE2D60B8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "  period 02 : 105.09\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139AE10C588>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139AE10C588>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A684C9B0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A684C9B0>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A684CEB8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A684CEB8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A684CE10>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A684CE10>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B2EEA320>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B2EEA320>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139AE335E80>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139AE335E80>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139B0608278>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139B0608278>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B0608710>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B0608710>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B06083C8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B06083C8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B06089B0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B06089B0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139B30B5400>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139B30B5400>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A665C320>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A665C320>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A665C828>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A665C828>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A665C780>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A665C780>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A665CB70>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A665CB70>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "  period 03 : 88.98\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139B2EE1358>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139B2EE1358>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A60E5080>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A60E5080>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE3DA320>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE3DA320>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE3DA0F0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE3DA0F0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE3DA048>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE3DA048>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A66FC780>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A66FC780>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139B2F6B3C8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139B2F6B3C8>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B2F6B780>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B2F6B780>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B2F6B748>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B2F6B748>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B2F6BDD8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B2F6BDD8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139AE48DE10>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139AE48DE10>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139AE3DAEF0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139AE3DAEF0>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B2B35710>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B2B35710>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE3DA630>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE3DA630>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A4D3AD68>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A4D3AD68>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "  period 04 : 78.21\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139B2F97748>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139B2F97748>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139ADD60E80>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139ADD60E80>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADD604E0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADD604E0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADD60208>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADD60208>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADD604A8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADD604A8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A4D3AA90>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A4D3AA90>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139AE073320>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139AE073320>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE073DD8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE073DD8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE073A20>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE073A20>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE073A90>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE073A90>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139AE23C6A0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139AE23C6A0>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139B2EE1898>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139B2EE1898>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B2EE12E8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B2EE12E8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B2EE1F98>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B2EE1F98>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B2EE11D0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B2EE11D0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "  period 05 : 75.87\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139AE1DB588>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139AE1DB588>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139AE0139B0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139AE0139B0>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE013EB8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE013EB8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE013E10>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE013E10>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE01A240>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE01A240>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A647EEF0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A647EEF0>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139AE23EF60>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139AE23EF60>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AF461710>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AF461710>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AF461320>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AF461320>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AF461550>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AF461550>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139B2B3B358>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139B2B3B358>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A6714F98>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A6714F98>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A670B4E0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A670B4E0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A670B438>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A670B438>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A670B828>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A670B828>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "  period 06 : 74.16\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A6751F60>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A6751F60>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139B30CFB00>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139B30CFB00>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B30CFFD0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B30CFFD0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B30CFF28>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B30CFF28>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AF57A5C0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AF57A5C0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139AE30C1D0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139AE30C1D0>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A614D048>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A614D048>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A614D518>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A614D518>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A614D470>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A614D470>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A614D860>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A614D860>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A6756278>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A6756278>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139B2F2A240>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139B2F2A240>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADEAB278>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADEAB278>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADEAB208>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADEAB208>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADEABF28>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADEABF28>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "  period 07 : 74.05\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A6028710>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A6028710>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139AE417F98>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139AE417F98>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE417BE0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE417BE0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE417630>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE417630>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE417B70>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE417B70>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A66FC828>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A66FC828>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A4E4CDA0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A4E4CDA0>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AF527F98>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AF527F98>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A4E4C278>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A4E4C278>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A6763080>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A6763080>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139B2EF0CC0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139B2EF0CC0>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A619FC88>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A619FC88>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A614DF98>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A614DF98>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A614D940>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A614D940>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A614DEF0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A614DEF0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "  period 08 : 73.15\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A5FA3390>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A5FA3390>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A6131E48>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A6131E48>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A6131F60>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A6131F60>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A6131CF8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A6131CF8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A6131240>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A6131240>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139AF609588>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139AF609588>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A682A748>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A682A748>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A626A668>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A626A668>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A626A710>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A626A710>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A626AEF0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A626AEF0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139AE0E6BE0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139AE0E6BE0>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139AE0F76A0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139AE0F76A0>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A626A4A8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A626A4A8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A626AF98>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A626AF98>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A626A668>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A626A668>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "  period 09 : 72.73\n",
      "Model training finished.\n",
      "Final RMSE (on training data):   72.73\n",
      "Final RMSE (on validation data): 71.52\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "def normalize_linear_scale(examples_dataframe):\n",
    "  \"\"\"Returns a version of the input `DataFrame` that has all its features normalized linearly.\"\"\"\n",
    "  processed_features = pd.DataFrame()\n",
    "  processed_features[\"latitude\"] = linear_scale(examples_dataframe[\"latitude\"])\n",
    "  processed_features[\"longitude\"] = linear_scale(examples_dataframe[\"longitude\"])\n",
    "  processed_features[\"housing_median_age\"] = linear_scale(examples_dataframe[\"housing_median_age\"])\n",
    "  processed_features[\"total_rooms\"] = linear_scale(examples_dataframe[\"total_rooms\"])\n",
    "  processed_features[\"total_bedrooms\"] = linear_scale(examples_dataframe[\"total_bedrooms\"])\n",
    "  processed_features[\"population\"] = linear_scale(examples_dataframe[\"population\"])\n",
    "  processed_features[\"households\"] = linear_scale(examples_dataframe[\"households\"])\n",
    "  processed_features[\"median_income\"] = linear_scale(examples_dataframe[\"median_income\"])\n",
    "  processed_features[\"rooms_per_person\"] = linear_scale(examples_dataframe[\"rooms_per_person\"])\n",
    "  return processed_features\n",
    "\n",
    "normalized_dataframe = normalize_linear_scale(preprocess_features(california_housing_dataframe))\n",
    "normalized_training_examples = normalized_dataframe.head(12000)\n",
    "normalized_validation_examples = normalized_dataframe.tail(5000)\n",
    "\n",
    "_ = train_nn_regression_model(\n",
    "    my_optimizer=tf.train.GradientDescentOptimizer(learning_rate=0.005),\n",
    "    steps=2000,\n",
    "    batch_size=50,\n",
    "    hidden_units=[10, 10],\n",
    "    training_examples=normalized_training_examples,\n",
    "    training_targets=training_targets,\n",
    "    validation_examples=normalized_validation_examples,\n",
    "    validation_targets=validation_targets)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "colab_type": "text",
    "id": "MrwtdStNJ6ZQ",
    "slideshow": {
     "slide_type": "slide"
    }
   },
   "source": [
    " ## 任务 2：尝试其他优化器\n",
    "\n",
    "** 使用 AdaGrad 和 Adam 优化器并对比其效果。**\n",
    "\n",
    "AdaGrad 优化器是一种备选方案。AdaGrad 的核心是灵活地修改模型中每个系数的学习率，从而单调降低有效的学习率。该优化器对于凸优化问题非常有效，但不一定适合非凸优化问题的神经网络训练。您可以通过指定 `AdagradOptimizer`（而不是 `GradientDescentOptimizer`）来使用 AdaGrad。请注意，对于 AdaGrad，您可能需要使用较大的学习率。\n",
    "\n",
    "对于非凸优化问题，Adam 有时比 AdaGrad 更有效。要使用 Adam，请调用 `tf.train.AdamOptimizer` 方法。此方法将几个可选超参数作为参数，但我们的解决方案仅指定其中一个 (`learning_rate`)。在应用设置中，您应该谨慎指定和调整可选超参数。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "colab": {
     "autoexec": {
      "startup": false,
      "wait_interval": 0.0
     }
    },
    "colab_type": "code",
    "id": "61GSlDvF7-7q",
    "pycharm": {
     "is_executing": true
    }
   },
   "outputs": [],
   "source": [
    "#\n",
    "# YOUR CODE HERE: Retrain the network using Adagrad and then Adam.\n",
    "#\n",
    "_ = train_nn_regression_model(\n",
    "    my_optimizer=tf.train.AdamOptimizer(learning_rate=0.01),\n",
    "    steps=2000,\n",
    "    batch_size=50,\n",
    "    hidden_units=[10, 10],\n",
    "    training_examples=normalized_training_examples,\n",
    "    training_targets=training_targets,\n",
    "    validation_examples=normalized_validation_examples,\n",
    "    validation_targets=validation_targets)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "colab_type": "text",
    "id": "FSPZIiYgyh93"
   },
   "source": [
    " ### 解决方案\n",
    "\n",
    "点击下方即可查看解决方案"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "colab_type": "text",
    "id": "X1QcIeiKyni4"
   },
   "source": [
    " 首先，我们来尝试 AdaGrad。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {
    "colab": {
     "autoexec": {
      "startup": false,
      "wait_interval": 0.0
     }
    },
    "colab_type": "code",
    "id": "Ntn4jJxnypGZ"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Training model...\n",
      "RMSE (on training data):\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139AE0616A0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139AE0616A0>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139ADD60F98>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139ADD60F98>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE0A2978>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE0A2978>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE0A2080>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE0A2080>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE0A20F0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE0A20F0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139B2E1AEB8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139B2E1AEB8>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139B2F5F390>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139B2F5F390>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B2F5F0B8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B2F5F0B8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B2F5F860>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B2F5F860>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AF6058D0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AF6058D0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139AE0A2080>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139AE0A2080>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A65410F0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A65410F0>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE3378D0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE3378D0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE337C88>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE337C88>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A6751400>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A6751400>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "  period 00 : 82.18\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139B07647B8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139B07647B8>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A6773320>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A6773320>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A6773828>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A6773828>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A6773780>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A6773780>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A6773B70>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A6773B70>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139B2FBB400>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139B2FBB400>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A6159EB8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A6159EB8>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A60E5588>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A60E5588>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A60E5B70>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A60E5B70>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A60E5BA8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A60E5BA8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A64ABB00>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A64ABB00>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139B4304A20>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139B4304A20>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B4304F28>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B4304F28>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B4304E80>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B4304E80>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADDB82B0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADDB82B0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "  period 01 : 75.26\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A6262CC0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A6262CC0>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139B2C074A8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139B2C074A8>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B2C070F0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B2C070F0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B2C07438>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B2C07438>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A6960668>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A6960668>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139B6588780>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139B6588780>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139B658E6A0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139B658E6A0>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B658EBA8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B658EBA8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B658EB00>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B658EB00>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B658EEF0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B658EEF0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139B678C6A0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139B678C6A0>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139B67CB5C0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139B67CB5C0>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B67CBAC8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B67CBAC8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B67CBA20>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B67CBA20>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B67CBE10>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B67CBE10>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "  period 02 : 74.63\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139ADDA4780>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139ADDA4780>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139ADD98668>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139ADD98668>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B2A44748>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B2A44748>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A5E8CDD8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A5E8CDD8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B07E06D8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B07E06D8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139B6D748D0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139B6D748D0>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139B6AAE198>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139B6AAE198>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B6AAE7B8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B6AAE7B8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B6AAE6A0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B6AAE6A0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B6AAEA20>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B6AAEA20>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139B66F7DA0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139B66F7DA0>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A64AB630>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A64AB630>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A64AB1D0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A64AB1D0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A64AB208>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A64AB208>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A64AB278>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A64AB278>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "  period 03 : 72.40\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139B6870160>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139B6870160>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139B7ED1438>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139B7ED1438>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B7ED1940>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B7ED1940>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B7ED1898>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B7ED1898>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B7ED1C88>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B7ED1C88>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139B88672E8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139B88672E8>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139B8889EB8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139B8889EB8>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B85EA470>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B85EA470>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B85EA3C8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B85EA3C8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B85EA7B8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B85EA7B8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139B8A708D0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139B8A708D0>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139B8AAE7F0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139B8AAE7F0>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B8AAECF8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B8AAECF8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B8AAEC50>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B8AAEC50>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B8ABB048>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B8ABB048>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "  period 04 : 71.58\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139B6693358>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139B6693358>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139B3041F98>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139B3041F98>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B30412B0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B30412B0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B3041860>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B3041860>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B66FA0B8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B66FA0B8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139B8916128>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139B8916128>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139B8916D30>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139B8916D30>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B8916A58>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B8916A58>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B8916B38>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B8916B38>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B8903BA8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B8903BA8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139B8DE2B38>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139B8DE2B38>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139B8E19A58>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139B8E19A58>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B8E19F60>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B8E19F60>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B8E19EB8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B8E19EB8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B8E2C2E8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B8E2C2E8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "  period 05 : 70.02\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139B64682B0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139B64682B0>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139B676E438>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139B676E438>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE0E6E10>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE0E6E10>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE0E6240>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE0E6240>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE0E64A8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE0E64A8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139B7D63BE0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139B7D63BE0>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139B92E8B70>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139B92E8B70>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B930C0B8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B930C0B8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B930C080>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B930C080>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B930C400>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B930C400>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139BA4DC518>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139BA4DC518>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139BA49C438>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139BA49C438>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BA49C940>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BA49C940>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BA49C898>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BA49C898>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BA49CC88>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BA49CC88>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "  period 06 : 70.08\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139BA987240>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139BA987240>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139BA9CA358>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139BA9CA358>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BA9CA860>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BA9CA860>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BA9CA7B8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BA9CA7B8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BA9CABA8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BA9CABA8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139B91638D0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139B91638D0>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139BA7288D0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139BA7288D0>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BA728DD8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BA728DD8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BA728D30>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BA728D30>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BA720080>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BA720080>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139B92C25C0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139B92C25C0>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139BA3824E0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139BA3824E0>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BA3829E8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BA3829E8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BA382940>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BA382940>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BA382D30>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BA382D30>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "  period 07 : 70.47\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139BA550908>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139BA550908>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139BAC8DD30>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139BAC8DD30>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BACA6278>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BACA6278>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BACA61D0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BACA61D0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BACA65C0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BACA65C0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139BB68E588>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139BB68E588>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139BB3CE4A8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139BB3CE4A8>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BB3CE9B0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BB3CE9B0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BB3CE908>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BB3CE908>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BB3CECF8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BB3CECF8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139B8ED6E80>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139B8ED6E80>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139B8F52C88>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139B8F52C88>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B8F52CC0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B8F52CC0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B8F52E48>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B8F52E48>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B8F52B38>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B8F52B38>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "  period 08 : 75.55\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139B8EFA390>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139B8EFA390>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139B9028320>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139B9028320>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B9028828>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B9028828>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B9028780>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B9028780>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B9028B70>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B9028B70>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139BCDE9DD8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139BCDE9DD8>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139BCDE95C0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139BCDE95C0>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BCDE9160>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BCDE9160>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BCDE9940>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BCDE9940>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BCDCF9E8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BCDCF9E8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139BDFB5160>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139BDFB5160>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139BDFDAEB8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139BDFDAEB8>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BDFF3400>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BDFF3400>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BDFF3358>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BDFF3358>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BDFF3748>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BDFF3748>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "  period 09 : 69.13\n",
      "Model training finished.\n",
      "Final RMSE (on training data):   69.13\n",
      "Final RMSE (on validation data): 68.04\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "_, adagrad_training_losses, adagrad_validation_losses = train_nn_regression_model(\n",
    "    my_optimizer=tf.train.AdagradOptimizer(learning_rate=0.5),\n",
    "    steps=500,\n",
    "    batch_size=100,\n",
    "    hidden_units=[10, 10],\n",
    "    training_examples=normalized_training_examples,\n",
    "    training_targets=training_targets,\n",
    "    validation_examples=normalized_validation_examples,\n",
    "    validation_targets=validation_targets)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "colab_type": "text",
    "id": "5JUsCdRRyso3"
   },
   "source": [
    " 现在，我们来尝试 Adam。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {
    "colab": {
     "autoexec": {
      "startup": false,
      "wait_interval": 0.0
     }
    },
    "colab_type": "code",
    "id": "lZB8k0upyuY8"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Training model...\n",
      "RMSE (on training data):\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139BE4CA128>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139BE4CA128>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139BE50D518>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139BE50D518>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BE50DA20>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BE50DA20>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BE50D978>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BE50D978>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BE50DD68>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BE50DD68>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A695CC50>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A695CC50>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139ADD92A90>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139ADD92A90>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADD92C88>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADD92C88>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADD92128>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADD92128>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A670BF28>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A670BF28>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A634A860>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A634A860>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A67512E8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A67512E8>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A682A390>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A682A390>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A682ABE0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A682ABE0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A682A7F0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A682A7F0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "  period 00 : 224.83\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139B2C49B00>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139B2C49B00>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139BDFC6F28>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139BDFC6F28>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BDF90470>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BDF90470>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BDF903C8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BDF903C8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BDF907B8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BDF907B8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139BDE39DD8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139BDE39DD8>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139BE073898>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139BE073898>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BE073DA0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BE073DA0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BE073CF8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BE073CF8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BE082128>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BE082128>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139B913E208>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139B913E208>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139BDFFB5F8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139BDFFB5F8>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BDFFB390>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BDFFB390>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BDFFB438>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BDFFB438>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE3B3748>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE3B3748>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "  period 01 : 147.38\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139AE01AB38>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139AE01AB38>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A695C2E8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A695C2E8>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B6C8EA20>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B6C8EA20>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A695CB00>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A695CB00>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B7D70358>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B7D70358>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139BEEC9E48>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139BEEC9E48>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139BEF02E10>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139BEF02E10>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BFEE5048>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BFEE5048>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BEF02EB8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BEF02EB8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BFEE5390>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BFEE5390>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C032B550>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C032B550>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C0369470>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C0369470>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C0369978>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C0369978>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C03698D0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C03698D0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C0369CC0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C0369CC0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "  period 02 : 116.84\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C0813048>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C0813048>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C085A390>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C085A390>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C085A898>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C085A898>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C085A7F0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C085A7F0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C085ABE0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C085ABE0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139B8F52128>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139B8F52128>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139B91FE668>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139B91FE668>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A62F9390>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A62F9390>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A62F95F8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A62F95F8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A62F9208>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A62F9208>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C00478D0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C00478D0>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C071B7F0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C071B7F0>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C071BCF8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C071BCF8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C071BC50>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C071BC50>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C0702048>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C0702048>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "  period 03 : 109.14\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139BE2CC320>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139BE2CC320>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C0318748>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C0318748>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C0318C50>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C0318C50>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C0318BA8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C0318BA8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C0318FD0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C0318FD0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C1089198>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C1089198>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C10470B8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C10470B8>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C10475C0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C10475C0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C1047518>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C1047518>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C1047908>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C1047908>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C249DB00>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C249DB00>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C24D3A20>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C24D3A20>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C24D3F28>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C24D3F28>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C24D3E80>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C24D3E80>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C24E52B0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C24E52B0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "  period 04 : 95.35\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C2415E48>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C2415E48>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C239E080>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C239E080>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C237FEF0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C237FEF0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C237F208>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C237F208>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C237F9E8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C237F9E8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C072CE48>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C072CE48>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C04B5208>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C04B5208>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C04B56A0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C04B56A0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C04B5E48>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C04B5E48>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C04B2208>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C04B2208>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C2895358>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C2895358>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C28D1278>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C28D1278>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C28D1780>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C28D1780>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C28D16D8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C28D16D8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C28D1AC8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C28D1AC8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "  period 05 : 77.20\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C2D73128>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C2D73128>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C2DB3160>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C2DB3160>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C2DB3668>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C2DB3668>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C2DB35C0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C2DB35C0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C2DB39B0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C2DB39B0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C38F16D8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C38F16D8>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C36745C0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C36745C0>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C3674AC8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C3674AC8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C3674A20>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C3674A20>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C3674E10>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C3674E10>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C4ADA160>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C4ADA160>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C4AFFEB8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C4AFFEB8>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C4B18400>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C4B18400>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C4B18358>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C4B18358>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C4B18748>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C4B18748>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "  period 06 : 72.28\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C28E5E48>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C28E5E48>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C28D7A20>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C28D7A20>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C28D7F98>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C28D7F98>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C28D7F60>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C28D7F60>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C28D7E10>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C28D7E10>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C1075F98>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C1075F98>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C249BB70>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C249BB70>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C249B6D8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C249B6D8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C249BEF0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C249BEF0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C24704A8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C24704A8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C2BCC4A8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C2BCC4A8>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C21623C8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C21623C8>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C21628D0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C21628D0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C2162828>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C2162828>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C2162C18>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C2162C18>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "  period 07 : 71.40\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C4E8F048>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C4E8F048>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C4ED7390>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C4ED7390>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C4ED7898>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C4ED7898>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C4ED77F0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C4ED77F0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C4ED7BE0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C4ED7BE0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C5797828>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C5797828>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C67A0710>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C67A0710>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C67A0C18>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C67A0C18>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C67A0B70>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C67A0B70>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C67A0F98>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C67A0F98>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C6BF6128>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C6BF6128>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C6C36048>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C6C36048>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C6C36550>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C6C36550>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C6C364A8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C6C364A8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C6C36898>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C6C36898>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "  period 08 : 70.66\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C70D0B00>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C70D0B00>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C710DF28>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C710DF28>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C7129470>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C7129470>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C71293C8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C71293C8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C71297B8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C71297B8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C4D1DEB8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C4D1DEB8>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C299BD68>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C299BD68>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C299B5F8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C299B5F8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C299B4A8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C299B4A8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C297E3C8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C297E3C8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C6BDDB00>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C6BDDB00>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C497CA20>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C497CA20>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C497CF28>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C497CF28>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C497CE80>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C497CE80>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C495C2B0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C495C2B0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "  period 09 : 70.22\n",
      "Model training finished.\n",
      "Final RMSE (on training data):   70.22\n",
      "Final RMSE (on validation data): 69.29\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "_, adam_training_losses, adam_validation_losses = train_nn_regression_model(\n",
    "    my_optimizer=tf.train.AdamOptimizer(learning_rate=0.009),\n",
    "    steps=500,\n",
    "    batch_size=100,\n",
    "    hidden_units=[10, 10],\n",
    "    training_examples=normalized_training_examples,\n",
    "    training_targets=training_targets,\n",
    "    validation_examples=normalized_validation_examples,\n",
    "    validation_targets=validation_targets)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "colab_type": "text",
    "id": "twYgC8FGyxm6"
   },
   "source": [
    " 我们并排输出损失指标的图表。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {
    "colab": {
     "autoexec": {
      "startup": false,
      "wait_interval": 0.0
     }
    },
    "colab_type": "code",
    "id": "8RHIUEfqyzW0"
   },
   "outputs": [
    {
     "data": {
      "image/png": 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6oXaZqzl0KEffn4Z78XccG3yMyOBIf2xGqYAr6he9Pxw6dIhFixaxYcMGRAS3242I8OKLLwK+T5XMzMzkjjvuICkpicaNG/PUU0+RmZlJUTcCq169ev709OnTSU1NZc2aNbhcLmJjY/PP0y/tKbre9d9999385S9/Yfjw4SxZsoSnnnrK5zohISH502eK33sZp9NJbm5ukftaHsrlmIJ98/TOwA8FZv0J+MKebgjs9pqXYpcVrGuciCSJSFJqamqpYwrt0AHTqB49N+aycNfCUtejlDrdhx9+yPXXX8+uXbvYuXMnu3fvJi4ujuXLl3Peeecxc+ZM3G43e/fuZfHixQD5X961a9fm+PHj+X3xUVFRREREsHLlSoBCD1qnpaVRp04dXC4XixcvZtcua4To8847j7lz55KRkUF6ejqffPKJz/UjIiJIT08vtP6GDa2vpffff7+E70rRunfvztKlSzly5Ai5ubl89NFHZb6Novg9KYhIOPARcK8x5phX+aNYXUzT84p8rH5a2jTGTDLGJBpjEmNifN4jorhxUXvYKDrsMixdr11ISpWlGTNmMGrUqFPKxowZw3//+19GjRpFy5YtiY+P5/bbb+f8888HoGbNmtx6663Ex8czcuRIunXrlr/u5MmTGTduHL169cIYQ40aNXxu95prriEpKYnExESmT59OmzZtAOjSpQtjx46lU6dOjBkzhn79+vlc/8orr+Sll16ic+fObNu27bT5Tz31FJdffjn9+vWjdu3apXpvCtOwYUMmTJhAjx49GDRoEO3atTvjvvqNMcZvD8AFfAX8pUD5DVjdQmFeZY8Aj3i9/groVVj9Xbt2NWcjc+tWk9y6jXnwrvYm9WTqWdWlVEWSnJwc6BDKVHp6ev70X//6VzN+/PgARuNfefuak5Njhg4daubMmXNW9fn6LABJ5gzfq35rKYjVgTcZ2GSM+btX+RDgIWC4Mcb7fND5wJUiEiIicUBLYJW/4gMIad4cWsbRe6Obb3Z9489NKaXOwmeffUanTp3o0KED3377LY899ligQ/Kbp556Kn9f4+LiGDlyZLlu35+jpPYBrgN+FpF1dtkE4DUgBPjGPvCz0hhzmzFmo4jMBpKxupXuNMa4/RgfAHVGjIaXX+Gt1XO5qs1V/t6cUqoUxo4de8pZQFWZryuty5M/zz5aju/jBJ8Xss5EYKK/YvIl8pJLOPDyK9RcvpG9o/ZSP7x+eW5eKaUqlHPyimZvrgYNcHRsT59kD1/u/DLQ4SilVECd80kBIGbEaJqkwprv5wY6FKWUCihNCkDkkCEYh9BgxVZ2pO0IdDhKKRUwmhSAoOhognt0o0+y4cvtXxS9glKqWCrb0NlnU88TTzzBggULTltmyZIlDB06tNB61q1bx+ef/3G4tThDcfuLJgVb7eGjqJMGG5bOqRCXmitVFVS2obPPxjPPPMOgQYNKtW7BpFCcobj9RZOCLeLCQXhcQTRfvYfNh8/8q0YpVTyVbejstLQ0YmNj8Xg8AJw8eZLGjRuTk5PDO++8Q7du3ejYsSNjxozh5MnTh9z3bvF8+eWXtGnThr59+zJnzpz8ZVatWkXv3r3p3LkzvXv3ZsuWLWRnZ/PEE08wa9YsOnXqxKxZs04ZinvXrl0MHDiQhIQEBg4cyG+//Za/PV9DdJ8tf16nUKk4w8MJO78fvVYs5sttn9G2VttAh6RU2fjiYdj3c9nWWS8eLi68e6OyDZ1do0YNOnbsyNKlSxkwYACffPIJF110ES6Xi9GjR3PrrbcC8NhjjzF58mTuvvtun/udmZnJrbfeyqJFi2jRosUp11e0adOGZcuWERQUxIIFC5gwYQIfffQRzzzzDElJSbzxxhuAlezy3HXXXVx//fXccMMNTJkyhfHjxzNv3jygeEN0l5S2FLzUGjaSmidg26L5eIwn0OEoValVxqGzx44dy6xZswBr4L28L/QNGzbQr18/4uPjmT59+hmHzAbYvHkzcXFxtGzZEhHh2muvzZ+XlpbG5ZdfTocOHbjvvvsKrSfPihUr8vf5uuuuY/ny5fnzijNEd0lpS8FL+Pnn4Q4Lpd3ag6xPXU/nOp0DHZJSZ6+IX/T+UFmHzh4+fDiPPPIIhw8fZs2aNfkJ68Ybb2TevHl07NiRqVOnsmTJkkLrOdO2Hn/8cQYMGMDcuXPZuXMn/fv3LzKmwuouzhDdJaUtBS+O0FAiBw2i+xbDV798GuhwlKq0KuvQ2eHh4XTv3p177rmHoUOH4nRa9/lKT0+nfv365OTkMH36dJ/r5mnTpg07duzIH2U1r4WUF1/e0NveXUSFDdndu3fv/H2ePn06ffv2LXT7Z0uTQgHRw0ZQPQv2LPiMXE9gz2ZQqrKqrENng9WF9MEHH5xyLODZZ5+lR48eXHjhhfl1nkloaCiTJk3i0ksvpW/fvjRt2jR/3oMPPsgjjzxCnz59cLv/GNptwIABJCcn5x9o9vbaa6/x3nvvkZCQwH/+8x9effXVQrd/tqQyn36ZmJhokpKSyrROk5vLxj69WFX/BG3efJfeDXqXaf1KlYdNmzbRtm3VOVni+PHjhIeHA/DCCy+wd+9ev385VhW+PgsissYYk+hreW0pFCBBQdS85FK6bjUsSPbdxFRKla9zaejsQNOk4EP0sOEE58LRBV+T7c4OdDhKnfPGjh3LunXr2LBhA5999hlnc9dFVThNCj5U69QJd51ouv6cwfLflxe9glJKVRGaFHwQh4Naw0fScYdh8c96/2al1LnDn7fjbCwii0Vkk4hsFJF77PJoEflGRH61n6PschGR10Rkq4j8JCJd/BVbcUQNHYbTA9kLl3Iy5/RL2pVSqiryZ0shF7jfGNMW6AncKSLtgIeBhcaYlsBC+zXAxVj3ZW4JjAPe8mNsRQpp3RpP0wZ0/zmLJbuXBDIUpZQqN35LCsaYvcaYtfZ0OrAJaAiMAN63F3sfyLsr9QhgmrGsBGqKSMDujSkixAwfTbvd8O1avfmOUqURyKGzn3/++VKtd8stt5CcnFzoMm+//TbTpk0rVf0VXbkcUxCRWKAz8ANQ1xizF6zEAdSxF2sI7PZaLcUuC5ia9hjozsUrSctKC2QoSlVK5Tl0dkFnSgrGmPyRUH159913adeuXaF133bbbVx//fVnFV9F5fekICLhwEfAvcaYY4Ut6qPstCvrRGSciCSJSFJqampZhelTcNOmmLbN6bUxl4W/LfTrtpSqaspy6Oz+/ftz3333cd5559G2bVtWr17N6NGjadmypc9rFh5++GEyMjLo1KkT11xzDTt37qRt27bccccddOnShd27d3P77beTmJhI+/btefLJJ/PX7d+/P3kXxYaHh/Poo4/SsWNHevbsmT/onPfNdfr3789DDz1E9+7dadWqFd9++y1gDb19xRVXkJCQwNixY+nRowdlfbGtP/h1QDwRcWElhOnGmLxBxfeLSH1jzF67eyjvE5ECNPZavRGwp2CdxphJwCSwrmj2W/C2usMvQ/72N95b+RGjW4729+aUKnN/W/W3Mr9HSJvoNjzU/aFClynLobMBgoODWbZsGa+++iojRoxgzZo1REdH07x5c+677z5q1aqVv+0XXniBN954g3Xr1gGwc+dOtmzZwnvvvcebb74JWPdXiI6Oxu12M3DgQH766ScSEhJO2YcTJ07Qs2dPJk6cyIMPPsg777zjMwnl5uayatUqPv/8c55++mkWLFjAm2++SVRUFD/99BMbNmygU6dOpXy3y5c/zz4SYDKwyRjzd69Z84Eb7OkbgI+9yq+3z0LqCaTldTMFUuQll2AEIpau42DGwUCHo1SlUVZDZ+fJG+46Pj6e9u3bU79+fUJCQmjWrBm7d3v3PPvWtGlTevbsmf969uzZdOnShc6dO7Nx40afxxGCg4Pzb6XZtWtXdu7c6bPu0aNHn7bM8uXL8/e/Q4cOpyWcisqfLYU+wHXAzyKyzi6bALwAzBaRm4HfgMvteZ8DlwBbgZPATX6Mrdhcdevg6JJA7+Sf+GrHl1zT7tqiV1KqAinqF70/lOXQ2Xnyhol2OBynDBntcDiKdStO7yG2d+zYwcsvv8zq1auJiorixhtvPGVbeVwuV36sTqfzjNvJi8d7mco6rpw/zz5abowRY0yCMaaT/fjcGHPIGDPQGNPSfj5sL2+MMXcaY5obY+KNMRWm863uiDE0OAw/Lp9T9MJKqTIdOru0XC4XOTk5PucdO3aM6tWrU6NGDfbv388XX3xxVtvypW/fvsyePRuA5ORkfv65jO9+5yd6RXMxRA4ejMfpoM7yzew5ftphDqVUAWU9dHZpjBs3joSEBK655prT5nXs2JHOnTvTvn17/vSnP9GnT5+z2pYvd9xxB6mpqSQkJPC3v/2NhISEMw75XZHo0NnF9MutN7F/3Up+efd+bu54S7lsU6nSqmpDZ1dGbrebnJwcQkND2bZtGwMHDuSXX34hODi4XOMo6dDZejvOYqo74jLc367k4yVzQJOCUqoIJ0+eZMCAAeTk5GCM4a233ir3hFAamhSKKeKCAbhDXDRZuZPtN26nWY1mgQ5JKVWBRUREVIrrEgrSYwrF5AgLo9qA8+ix2fDlr3r/ZqVU1aRJoQTqDB9DZAbs+GZepT3dTCmlCqNJoQTC+/YhN7waLZL2senwpkCHo5RSZU6TQglIcDARgwfT/RfDV5v1/s1KqapHk0IJxQwfRWgO7P16Ph5z5pEWlVKBHTq7pGJjYzl40BrKpnfv3j6XKU6sU6dOZc+eP65nKs5Q3BWJJoUSCuuWSG50BO1/PMK6A+uKXkGpc1ggh84+G99//32p1y2YFIozFHdFokmhhMTpJOqSoXTeZvhmw7xAh6NUhRXIobPfeustHnzwwfzXU6dO5e677wZg5MiRdO3alfbt2zNp0iSfsYeHh5cq1g8//JCkpCSuueYaOnXqREZGxilDcc+YMYP4+Hg6dOjAQw89dMr2fA3RHQh6nUIp1BoxivQPZnD06y/JHfAEQQ59G1XFte/558naVLZDZ4e0bUO9CRMKXSaQQ2dfdtll9OrVK38AvlmzZvHoo48CMGXKFKKjo8nIyKBbt26MGTPmlHW9lTTWyy67jDfeeIOXX36ZxMRTLxjes2cPDz30EGvWrCEqKorBgwczb948Ro4cWewhusuDthRKIbRDB3Lr16bT+uOs2rsq0OEoVSEFcujsmJgYmjVrxsqVKzl06BBbtmzJH9/otddey/9Fvnv3bn799dcz7kNpY/Vl9erV9O/fn5iYGIKCgrjmmmtYtmwZUPwhusuD/sQtBRGh9vBRdJj0DnPXzaF3Q98HpZSqCIr6Re8PFWHo7LFjxzJ79mzatGnDqFGjEBGWLFnCggULWLFiBWFhYfTv39/nkNneShOrL4Vd21TcIbrLg7YUSil6+AgcBrK+XkS2OzvQ4ShVoVSEobNHjx7NvHnzmDFjBmPHjgUgLS2NqKgowsLC2Lx5MytXriy0jtLEGhERQXp6+ml19ejRg6VLl3Lw4EHcbjczZszIHyG2ItGWQimFNG9ObvNGJP6cwre/f8vAJgMDHZJSFcaMGTN4+OGHTynLGzr7zTffZNGiRcTHx9OqVSufQ2fHxsae9dDZUVFRtGvXjuTkZLp37w7AkCFDePvtt0lISKB169an3InNl1GjRpU41htvvJHbbruNatWqsWLFivzy+vXr89e//pUBAwZgjOGSSy5hxIgRZ7WP/qBDZ5+FA5P+zaG//5PZzw3gycveDFgcShWkQ2erPCUdOtuf92ieIiIHRGSDV1knEVkpIutEJElEutvlIiKvichWEflJRLr4K66yFHWpdWBIFnzHyZyTAY5GKaXOnj+PKUwFhhQoexF42hjTCXjCfg1wMdDSfowD3vJjXGXG1bAh7g6t6LExm8W7Fwc6HKWUOmv+vEfzMuBwwWIg0p6uAeRd9jcCmGbfp3klUFNE6vsrtrJUf+TlNEmFH5b/L9ChKHWKytw1rMpGaT4D5X320b3ASyKyG3gZeMQubwh4n2icYpedRkTG2V1PSampqX4NtjhqXHwxHocQtiSJtKy0QIejFAChoaEcOnRIE8M5zBjDoUOHCA0NLdF65X320e3AfcaYj0TkCo9+IQYAACAASURBVGAyMAg4/URgq1VxeqExk4BJYB1o9legxRVUqxaS2JGeyetYsPMbxrS+LNAhKUWjRo1ISUmhIvxwUoETGhpKo0aNSrROeSeFG4B77On/Ae/a0ylAY6/lGvFH11KF12DUFcgj61i45H+aFFSF4HK5iIuLC3QYqhIq7+6jPUDe1RoXAHnXl88HrrfPQuoJpBlj9pZzbKUWceGFuF1OopZtIPWk/jJTSlVe/jwldQawAmgtIikicjNwK/CKiKwHnsc60wjgc2A7sBV4B7jDX3H5gzM8nKA+Pei12cPX278MdDhKKVVqfus+MsZcdYZZXX0sa4A7/RVLeWgwaixmyfdsWjAbOlwX6HCUUqpUdOyjMhJ+/nnkVgum/vfbSElPCXQ4SilVKpoUyogjNJTQC86nxxbDV79+GuhwlFKqVDQplKH6I6+gehbs+PKjQIeilFKlokmhDFXv1ZOcyDDiVv/OtqPbAh2OUkqVmCaFMiRBQURcNJjEXw1fJ38c6HCUUqrENCmUsbojLyM4F/Z8MU+HGFBKVTqaFMpYtc6dyY6pQZu1B0k+nBzocJRSqkQ0KZQxcTiIvnQYCTsMC9bPDXQ4SilVIpoU/CBmxGiCPHD4i8/wGE+gw1FKqWLTpOAHIW3akN24DgnrjvLjgR8DHY5SShWbJgU/EBFiho+mzW5YkvRhoMNRSqli06TgJ7WHj8QBnPzyG3I8OYEORymlikWTgp8EN21KduumdPn5BKv2rgp0OEopVSyaFPyo3ojLaLYPlq+YFehQlFKqWDQp+FH0pcMxAubrZWS5swIdjlJKFUmTgh+56tYhN6E13TZksXz3t4EORymliuTPO69NEZEDIrKhQPndIrJFRDaKyIte5Y+IyFZ73kX+iqu8NRx9JQ0Oww/LZgY6FKWUKpI/WwpTgSHeBSIyABgBJBhj2gMv2+XtgCuB9vY6b4qI04+xlZuaFw3B43QQvGgVJ3JOBDocpZQqlN+SgjFmGXC4QPHtwAvGmCx7mQN2+QhgpjEmyxizA+tezd39FVt5ctasienekR4bc1i8a2Ggw1FKqUKV9zGFVkA/EflBRJaKSDe7vCGw22u5FLvsNCIyTkSSRCQpNTXVz+GWjUZjrqJ2OqxfoF1ISqmKrbyTQhAQBfQEHgBmi4gA4mNZn+NOG2MmGWMSjTGJMTEx/ou0DEVeMJDckCAil/7E0cyjgQ5HKaXOqLyTQgowx1hWAR6gtl3e2Gu5RsCeco7NbxxhYTj79aD7ZjcLtn8V6HCUUuqMyjspzAMuABCRVkAwcBCYD1wpIiEiEge0BKrUZcCNRl1FZAZs/lIvZFNKVVz+PCV1BrACaC0iKSJyMzAFaGafpjoTuMFuNWwEZgPJwJfAncYYt79iC4SIfv3IqR5CzHebOXDyQNErKKVUAAT5q2JjzFVnmHXtGZafCEz0VzyBJsHBhAzsT7cvv+KbLZ9xTeebAh2SUkqdptCWgohc4DUdV2DeaH8FVVU1Gn0l1bJhx+f/C3QoSinlU1HdRy97TX9UYN5jZRxLlRfWrRvZUdVp/MNOdqfvLnoFpZQqZ0UlBTnDtK/XqgjidBI+5CI6bzMs2PhxoMNRSqnTFJUUzBmmfb1WxdBg1Fhcbtjz2ZxAh6KUUqcp6kBzMxGZj9UqyJvGfh135tXUmYTGx5NZL4oWq/ex9chWWkS1CHRISimVr6ikMMJr+uUC8wq+VsUgIkQPHU6Hye+zcN1HtBjwUKBDUkqpfIV2Hxljlno/gO+BY8Am+7UqhXojL8Nh4NBn8zFGe+GUUhVHUaekvi0i7e3pGsB6YBrwo4ic6ToEVYSQFi3IjK1H+7WH2XhoY6DDUUqpfEUdaO5nX20McBPwizEmHugKPOjXyKq4mBGjabUHlvwwO9ChKKVUvqKSQrbX9IVYYxdhjNnnt4jOEXWHW9f+Hf/iC9Ky0gIcjVJKWYpKCkdFZKiIdAb6YI1LhIgEAdX8HVxV5mrYEE+HVnRdd4L7FtxDtju76JWUUsrPikoKfwbuAt4D7vVqIQwEPvNnYOeCRjeNo9FBQ5dpq3js20fxGE+gQ1JKneOKOvvoF2PMEGNMJ2PMVK/yr4wx9/s9uiquxqWXUuu2PzNwvSH8P5/x6tpXAx2SUuocV+h1CiLyWmHzjTHjyzacc0/MPfeQe+AAl8+Zy6SId5lVvQFj24wNdFhKqXNUURev3QZswLrXwR50vKMyJyLUf/ppclJTueWr5bwS/hx1xtVhQJMBgQ5NKXUOKuqYQn1gEnARcB3gAuYbY943xrzv7+DOFeJy0fjVVwlt355757mZNP1+fk79OdBhKaXOQUUdUzhkjHnbGDMAuBGoCWwUkeuKqlhEpojIAfsuawXn/Z+IGBGpbb8WEXlNRLaKyE8i0qV0u1N5OcLCaDppEqH1G3L/7CyenXUbu4/p8NpKqfJVrNtx2l/S92LdNe0LYE0xVpsKDPFRV2Osax5+8yq+GOu+zC2BccBbxYmrqgmKjiZ2yhSqh0Yy/j9HeWjurRzJPBLosJRS55Cihrl4WkTWAH8BlgKJxpibjTHJRVVsjFkGHPYx6x9YV0N7D/ozAphm3695JVBTROoXdyeqkuDGjYl9512is4O5fvJv/N9nd5CZmxnosJRS54iiWgqPAzWAjsBfgbV2987PIvJTSTcmIsOB340x6wvMagh495Wk2GW+6hgnIkkikpSamlrSECqFah3a0+T1N2hySBgyaT2PLnoIt8cd6LCUUueAos4+KrN7JohIGPAoMNjXbB9lPocPNcZMwjr4TWJiYpUdYjS8bx8aPv888tDDpL31DS9HvsRDPR8OdFhKqSquqAPNu3w9sH7J9y3htppjJZn1IrITaITV8qhn19fYa9lGWKfAntNqjBhBzP1/oc8mg+Nf0/hP8n8CHZJSqoor6phCpIg8IiJviMhg+yyhu4HtwBUl2ZAx5mdjTB1jTKwxJhYrEXSxh86YD1xv198TSDPG7C3dLlUttW65hZrXXM3Q1YZNb7zAN7u+CXRISqkqrKhjCv8BWgM/A7cAXwOXASOMMSMKW1FEZgArgNYikiIiNxey+OdYiWYr8A5wR/HCr/pEhHoTJhA2eBDXLfLw8Zv/x48Hfgx0WEqpKkoKu/OXiPxs3z8BEXECB4Emxpj0coqvUImJiSYpKSnQYZQLT1YW2/90ExnrfuTVayJ59M6ZxNXQ22QrpUpORNYYYxJ9zSuqpZCTN2GMcQM7KkpCONc4QkKIe+ttgmNjuWNWOs9Ou5mDGQcDHZZSqoopKil0FJFj9iMdSMibFpFj5RGg+oMzMpJmk98jtEY0t76/j8dnj+NkzslAh6WUqkKKOvvIaYyJtB8Rxpggr+nI8gpS/cFVrx7Np0wlUqpx2b838eTn95HryQ10WEqpKqJYw1yoiiWkRQvi3p5EveNB9H11GS99+xyFHRtSSqni0qRQSYV17UrjV/5Oy71C45dmM2X9u4EOSSlVBWhSqMQiL7yQuo8/Rtethoy//oPPtn0a6JCUUpWcJoVKrtbVV1Nz3K0MXG9Y99dHWL1vdaBDUkpVYpoUqoB6991HtRFDGb08lzkv3ca2o9sCHZJSqpLSpFAFiAhNn3ueoN7dufbzk/zr9Rs5cPJAoMNSSlVCmhSqCHG5aP7GW0ibFtww6yAvTL6JEzknAh2WUqqS0aRQhTjCwmg1+X2cdetw5ZTtPDfzdnI8OUWvqJRSNk0KVUxQdDStpn5AtZDqXPz6al7+fIJew6CUKjZNClVQcOPGtHj3faKyXXR68VPeWflqoENSSlUSmhSqqGod2hP3xps0OSREPTWJ+Zs+CnRISqlKQJNCFRbety/1nnuODrsMByc8wfcpywMdklKqgtOkUMXVGjWaGvfeRa9NHlY9eidbDm8JdEhKqQrMb0lBRKaIyAER2eBV9pKIbBaRn0RkrojU9Jr3iIhsFZEtInKRv+I6F9X/8x2EXDmGi37I5sOnr2ffiX2BDkkpVUH5s6UwFRhSoOwboIMxJgH4BXgEQETaAVcC7e113rTv9KbKgIgQ98QzyAV9GP3VMd5+6WqOZevtMJRSp/NbUjDGLAMOFyj72hiTN/j/SqCRPT0CmGmMyTLG7MC6V3N3f8V2LhKHg1b/+Be5HVszZvZe/vH2TeS49RoGpdSpAnlM4U/AF/Z0Q2C317wUu+w0IjJORJJEJCk1NdXPIVYtjpAQ2r0zDXeTegx9N5l/zhyv1zAopU4RkKQgIo8CucD0vCIfi/n8tjLGTDLGJBpjEmNiYvwVYpXljIyk/fszcURE0PfvS3jnq4mBDkkpVYGUe1IQkRuAocA15o+fqSlAY6/FGgF7yju2c4Wrbl3aTp1ONYJp/vR05iRNDXRISqkKolyTgogMAR4ChhtjvO84Px+4UkRCRCQOaAmsKs/YzjWhLVvS/O13qHPcQdCDL/Lpxo/IdmcHOiylVICJv/qURWQG0B+oDewHnsQ62ygEOGQvttIYc5u9/KNYxxlygXuNMV8UrLOgxMREk5SUVPbBn0MOfvkp++97gN9iYHX7YDy9OtOu+8X0bdSPBuENAh2eUsoPRGSNMSbR57zKfKBRk0LZOPTJx/w+6U1cv/4GwMFI+LG5sCe+AXX7DaR3iwvoUqcLLqcrwJEqpcqCJgVVLDn7D3B82TIOLPyCnJVJODOzyXbCxqbChlYhOHon0rHTYPo17Ee96vUCHa5SqpQ0KagS82Rnk5GUxJFFCzmyeAFBv1t3ckupBWtbCPs7NqJxn8H0bXo+nep0wuXQVoRSlYUmBXXWsnfuJH3JUlIXfon7x59w5Ho4GQLr44TkVqEE9+lJYrtB9GnQh7rV6wY6XKVUITQpqDLlPn6CEyu+5+jihRxbshjn4WN4BLbXg7XNHRzqHEuz7oPo1+Q8OsZ0JMgRFOiQlVJeNCkovzHGkJmczPElSzm46CtM8i+IgSPVYV1zYVPrMKr37k2PFgPo27AvMWF6waFSgaZJQZWb3MOHOb5sGUcXL+TE8u9wnMgg1wmbGglrWwhpXVrQttMFnNf4fOJrx+N06LiHSpU3TQoqIExODid//JHjS5dxeNE3sMM65XVfFKxtLmxuE050z770ietPnwZ9qFWtVoAjVurcoElBVQjZKb9zfNlSji5eSMYPq3Fk55AZLPzc1Dqj6URiGwZ0GcNlrS4j2Bkc6HCVqrI0KagKx5ORwYkffuD4kiUcWbwQ2X8QgJ9ihW8uqs2QS8czosUIPdVVKT/QpKAqNGMMWb/+SvqChRx4fwqOtOMktRAWX1yfkUPu4dK4S/XYg1JlSJOCqjTcx09weNo0Dkx+B8eJDL5rK3x/cWOuuPA+BscOxiF6W3GlzpYmBVXpuNPSODRlCqnvT4WsbJbGC0mXNueaAfdyQeMLEPF1Cw6lVHFoUlCVVu6hQ6T++98cnjEDjyeXBR2FjUPbcsN599K3YV9NDkqVgiYFVenl7N3LgTffJG3OHHIchi+6wPahHbml7310r6+381aqJDQpqCoj+7ffOPD66xz79DMyg+HTbrB3WDfG9bqXznU6Bzo8pSoFTQqqysnaupX9r77KiW8WcLyaMK+nkDasN7d3v5f2tdsHOjylKrSAJAURmYJ1L+YDxpgOdlk0MAuIBXYCVxhjjojVMfwqcAlwErjRGLO2qG1oUlAZGzay75//IHP5dxwNFz7qJbiHXsBt3e6idXTrQIenVIVUWFLw5/l9U4EhBcoeBhYaY1oCC+3XABdj3Ze5JTAOeMuPcakqpFqH9sS9+y5Np39A3TadufkbD6OfWMi/nhvNg4vuZ3va9kCHqFSl4tfuIxGJBT71ailsAfobY/aKSH1giTGmtYj8256eUXC5wurXloLyZozhxPffs+/vfydnYzL7ooXZ/RxEXzqc2zrdTuPIxoEOUakKIVAtBV/q5n3R28917PKGwG6v5VLsMqWKTUQI79OH5h9+SKN/vUGjWs0Y/7Gb8x6bx9MvXspT3z3J3uOF/s5Q6pxXUS4P9XWyuc8mjIiME5EkEUlKTU31c1iqMhIRIgYOpMXH82nw8svEhjbk/g9z6Pr4/3jolSE8v3IiqSf1s6OUL+WdFPbb3UbYzwfs8hTAu23fCNjjqwJjzCRjTKIxJjEmRm/Yos5MHA5qDL2UVp9/Qf2Jz9HSE8MjM7Jp/cR0xr86mFeSXuFw5uFAh6lUhVLeSWE+cIM9fQPwsVf59WLpCaQVdTxBqeKSoCBqjhlDq6+/oe5jj9H+RBRPvJ9J/Scn8+c3LuS1ta+RlpUW6DCVqhD8eUrqDKA/UBvYDzwJzANmA02A34DLjTGH7VNS38A6W+kkcJMxpsgjyHqgWZWGJyODI9Onc2DSJDiWzsrWwqcXRHBh/5u4tu21hAeHBzpEpfxKL15Tygd3ejqHp77PwfemYDIyWNZe+OqCGgw771aubnM1oUGhgQ5RKb/QpKBUIXKPHOHQu+9y6IMP8OTksCgBVl4ay8NDXiAhJiHQ4SlV5jQpKFUMOQcOcOjfkzg8ayYngg3/HuIg/rJbuL3j7Xp7UFWlVKTrFJSqsFx16lDv8cdoPm8eUbGtuH9OLiHP/5sbP7yczYc3Bzo8pcqFJgWlCghp0YLms2ZT+847OS9ZuPPvW3nu9St4a/1b5HhyAh2eUn6lSUEpH8TlIubuu4ibNZM6UY15dEYOJ196nZvmXc3WI1sDHZ5SfqNJQalCVIuPp/ncuURddx2XJBlu/vsmHv73ZUzZMAW3xx3o8JQqc5oUlCqCo1o16j06gSbvTaGBsxZPT8sm5R8vc9Nn17MzbWegw1OqTGlSUKqYqvfqRYtPPqHmsOFc/p3h6r+v554pY/gg+QM8xhPo8JQqE5oUlCoBZ2QkDf/2Ag1fe5XYjHCem5zJhn/9lZu/+BMp6SmBDk+ps6ZJQalSiBw8mBaffkrNfudzw0IPw15dw7hpI5m9ZTaV+dofpTQpKFVKQbVr0+jNf1F/4kTaHgzm+UmZfDvpaW775s/sO7Ev0OEpVSqaFJQ6CyJCzTGjaf7xfGomdOGOzzyc98YKbpg+gnlb52mrQVU6mhSUKgPBjRrS9P2p1HnoIbrsFCZOOsn8KY8yftF4vaGPqlQ0KShVRsThoNZNN9Jszhyim7TigTke4v+9hKtnj+CLHV9oq0FVCpoUlCpjIS1aEDdrJrXvuJ1+Gz08+/Zx3p/2f9y/9H6905uq8DQpKOUH4nIRM348sf/9L7VrNuTJGR4aTf6aKz4cycJdCwMdnlJndE4mhQ2/p3Hbf9YwbcVOth5I12a98ptqHTvSbO4coq69lotXu3li0jFe/+89PPLtI3oLUFUhBeR+CiJyH3ALYICfgZuA+sBMIBpYC1xnjMkurJ7S3k9h+bpkvvzsIz5Nb8lRIoiJCKF381r2ozaNo8NKXKdSRTnx/ffsmTCB7AMHmNvbwdKBdXii39P0a9Qv0KGpc0yFusmOiDQElgPtjDEZIjIb+By4BJhjjJkpIm8D640xbxVWV6lvsvPjB/DxnRiEwzXasdbZkY+OtmLxyViyCKZRVLX8BNGreS3qRuptGVXZcB87xv6JE0n7eD4pDUN55ZIcevQawwOJD+i9oVW5qYhJYSXQETgGzANeB6YD9YwxuSLSC3jKGHNRYXWVOim4c2HPWti2GLYvgZRV4MnFExTK3hqdWWnimXm4BUmZDTA4aFEnPL8l0SOuFlHV9S5c6uwc++pr9j75JDkn0vngfPjxvPo83e9ZetbvGejQ1DmgQiUFABG5B5gIZABfA/cAK40xLez5jYEvjDEdfKw7DhgH0KRJk667du06+4Cy0mHnd1aC2L4YUq27bOWG1mJnZCLLctsz/WBztmVHIQLt6kfmtyS6xUUTHhJ09jGoc05uaip7H3+C40uWsK1ZNV4Zks2g7ldxX9f7CHNpF6bynwqVFEQkCvgIGAscBf5nv36yQFL43BgTX1hdfrtH87G9doJYYiWJ4/sByIyM45fqiXyd2ZYZB5pyyF0Np0Po2KgGvZvXpnfzWnRpGkWoy1n2MakqyRhD2pw57Jv4PNmeHCYNdLO9dxOe6zuRLnW7BDo8VUVVtKRwOTDEGHOz/fp6oBdwOeXVfVQSxlgth22LrQSx8zvIOYERB+m1OrIhpBOfnWjDRwcakOlxEhzkoGuTKKsl0aIWCY1q4nKekyd5qRLITklh78OPcDIpiZ/aVuP1C3MYlngtQ+KG0LJmS205qDJV0ZJCD2AK0A2r+2gqkAScB3zkdaD5J2PMm4XVVS5JoaDcbEhZ/Ucr4vc1YDwYV3UO1U5kbVAn5qS15MsDUYBQPdhJ97jo/IPW7epH4nBI+casKgXj8XB46vsc+Mc/yAx18MaFOSS1FIzDQZPIJrSKakXrqNa0jm5N66jW1KteDxH9LKmSq1BJAUBEnsbqPsoFfsQ6PbUhf5yS+iNwrTEmq7B6ApIUCso4CjuX/5EkDln37/VUr8PeWj1ZQTyzDjVn9SHrDKaaYS56xlmtiN7Na9E8Jlz/sdUpMn/5hT0PP0xW8iZMsIv0RlHsqediU1QG62qm8VsMnKgmRARH5CeJvITRvGZzQoP0bDl/SM/MYfO+dEKCHLSrH0lQJe4BqHBJoaxUiKRQ0NHdfySI7Uvh5EEAcqJbs6tmN5bldmDG/ib8al+3FBbsJNTlxOUUXE4HwU4HLqcDV5D1+o8y+3VQgddOB8FBBV7nzQ9ynFqnXXbKa3v9sGAntaqHUC1Yj4dUBCY7m2NffUXmxmQyt2wma/MW3EeO5M/Prh3JwYbhbI9xsz4yjV9q57AvChzOIJpGNqV1VGtaRf/RsoipFqM/PorJGMOB9Cw27kkjec8xNu45xo49+4k4sokOjh1kEsw6Zzy1m7Sle1wtusVF06lxzUp1LFGTQqB4PLB/wx9JYtf3kJuJcQSRVbcLv4Ynst60IBMX2R4n2R4HmR4HWR4HWcZJpsdBpttBplvI9FivM9xChlvIzHWQ4zFkuz3kuD3kuA1uz9n/LcOCnURXD6ZW9WBqhYd4TQcTXT3EazpYk0g5MsaQeyCVrF+2kLnZShJZv2wha/sOcLsB8IRYrYrf6waRHHWSn2ums6sOnAwVokKiTkkSraNa06xGM1xOV4D3LLDcHsOOgydI3nssPwns/n0P9TN/JV6208Gxk05Bu2hk9uLg1P+vVKnNsty2rPC0YzXxxDRqTre4aLrHRtM1NorI0Ir73mpSqChyMmH3D38kiT3rgLN4/x1B4HCB0wWOIEzes8OFESfGEYRHXHgcQRgJwuMIwi1BeMSJW1y4ceCWINwEkSGhHCWCwyaCA+5w9maH8Xt2GL9lhrL9RChpbt/XZvhMIuHW6+jqIV7TmkT8wZOVRdbWrWRt+YWsLZvJ3LyFrM2bcaf9MYRGVkwkqQ2qsy3GzbrIo2yv7WZfFDiDXDSr0ezULqjo1kSHRgdwj/wnM8fNln3pbNxzjOS9aWzcc4wDe1No4d5Ge9lBgtNKAPU8+/PX8UQ2xtGgI9TvBPU7Qv0EyDoOO5bCjmV4dnyLI+MQAHud9VmW3Ybv3O1ZYdoRU68J3eOi6R4XTbfYaGIiQgK166fRpFBRnTwMqVvAkwPuHPDk2s851gV2+eU54HGfed4pr3MLqcdHeV5Z9nHIOAJnuAG9CaqGOzSK7OAoMlw1Oe6MJE0iOWwiOOgOZ29udfZkV+e3jGrszAjlgLs6OZx+/UZ+EgkP+SNZeCWR8JAgQlwOQoLyHs4/nl1W15c134lTD9j7ZLUqDpC12U4SW7aQuWUL2Tt2WK1XwBMSzLFGNUmp67RaFVHH+S0GMkKFmGox+a2KVlGtaFajGdWCqhEaFEqwM5hQp/Uc5Ki41+ccOZFN8t5jdvdPGsl70kg/mEI7ttNBrC//eOdOansO5q9jopohDTraX/4doV5HqF6r8A15PJC6CXYsgx3LMDuXI1nHAPg9qAlLstuyLLctP3jaElW7Ht1io+geV4vusdE0jq4WsC49TQqqeDweyDxqJauTB+HkoQKPw6eXZZ55UDdPcAQ5IVFkumpywlmDY45IjhDJQU84+3PD2ZsTRkpmGLsyQtnvrk4a4XhKMEZjkEOshOFyeiWLPxJJsHdisecFF5Fo8pJReEgQEaEuwkODiLAfIUGVu5Xjycwka+u2P1oUdrLweLcq6tTgQIMwttbKZV3No2yv7eFAFBgfX15OcRLiDLEeQdazd9LIn+f1CHYGn5ZcTlsuyMc69rLBzmCCHcE4HdbfwhhDypEMu/vHSgLJvx/FkZ5Ce9lBB8dOurp+o73soIbHOiZjEKjdCqnvnQDioVrNMniT3bB3vZUkdn6L2bUCyTmBQdgd3Iwl2W1Zkt2GVZ42VI/MSxDWc8s64eV2ZqImBeU/7hyrhXHyEJw4WHgCySvLOeGzKoNggkLzu7qMOPGIE48E4RYnHqxnN9YjFyduHOQSRC4OcozTframc4yTbOOwHh7rOcvjyD92k+NxkGvXk2vX48ZBDkGcMKGkUZ00Uz3/OTMogvDQYCJCXfmJIi95WK9dROYnEdcp8yPtslCXo0Id8DXGkLtvn3WcYssv+Qe1s3ftym9VmCAnnhCX9XAF4Q5xkuty4nY5yAl2kONykO0SsoMgOwiyXIZMpyEzyJDpdJPh9HDSmctJp5uTjhyOO3PJcLrJcpG/TrY97XYW770RHGCCMB4nYoRgY6hmPISTS4TJItTkEmywHsHhBFeLwlWtFsHhdQiuXpfg4Oq4HK78pBTsDM5/HewIzk9AZyoLcgThFCdOhxOnOPNf5z3n/41zs60hdXZ8CzuWYnavQtxZeMTJrpBWLMtuyzeZrUnytCKkWjjdYqPoFmt1OXVoWMNv1zhpUlAVS06GV9I4eGoCyTlp/drK7+rKPfXhtrvS8rq+8rvV8rrD3EWs59VtdoaussJkOqpzwhHOcQnnGOEck+uirAAACONJREFUNWEc8YRxyB1Gam41jhVIJHnPx6iOGydBDikkafx/e/ceY0dZxnH8+5uZc9nd0ipUgi2EiwJCjC3KVYgaqlGiQf+AYCMmkhhDgorGxIgxRP2PaIwmGqPBWyLxhiQaQ5QEuVRjKlpKuFQN2QotoLTg0kL3nJl55/GPmZ2esz0t29JltnueTzKZmXdmzj777p797cyc857hgJnqxERSfddp8Lk6t2jVVrPBtuH966NseP/hfYe3qd+j+9QTTO6YpvPfp6HfR2kf9XsoTYn6PaIsJUpTorRcjrOUOO2X85Afdt8ChCgijROyJKafJKRJTJrE9OOIfgTEgTjOiJOMVpwRxRkhLsgjyBKRdjqk7Q5Zp02/3SJtJfSjopoCPeX0okCPnNkoI4sgjyFLIB+xnCejz5JeTqy4Do1ESTmPEmJFJCEQhz5xNkuc9UjMiIFcE7xkUzyfT/KiTYFarJrocPxkl9VTE6xeMUEnadWPe9may9hw6oYj6udDhcLSvSjolq/WBKxaW05NKoqB4Jh336a/t3wPSm9maN7tzdCdneGEuv1/MLu93K7eIb9cGk8xGx/HvmgFL7KCPb0VvDA7yfNVqOzOJ9iZdZmxuSCZJFSX0wzNmzO0Xqq2GQs6Zn47A4+1f9tK1F5Jq53TUk6LnDblvEVONwp0okBXgY5yOlGgo0DbMiaLlIkipRtSOiGlE3I6IaUdMlp5TitkJCEnyXPiEIjznDgPTISCqTwQ5RmEAuUGeUHUD6gosEJYEWFqY0yUy8GwPGBZRvn2p9Fno0fCogjaSXnGlMRYHJVTFGGRsFiYRBGLIhIWiSJiaDlEUGhuuXrRRzRFQUEo+uRFn6LoEYrd5DEEiTRO2Bcl7CMmjWJCZJBAkYiQGDsuDHCEoXAoHgpufEURRG3gKI16m/UOCJHBeXt2hnZvhlV1+3PQmy6X833lYyzdVzEujLE/ZQTE1QSgGOJ2NbXmzdsQdw+9ffJ4OOkt5T2A1WdBfOCfLzODLMOqqUjTer1I0zI0BpZtbp5lWJphWTqwXK2n2cA+KVaFlYUAIcdCgYUc8oAVoZoXkOdYGGgLAUI5t5BXjwHkMVZ0IU+wkJePn+flcUU4aFdv6+Ww8ej++MBDwbmjp9WF1klw3EmHf2zeL2/aDwZJf095icv2/49fzuatj2o74vWDtCWdEX/ED3M5Wvwb9ZKg3UbtMuiP7ZcGgO19Fqbvh+2bsOlN2HPTYJAlqzjh/MX5/A0PBeeWgqQDK04sJ+cqOu5EWHcVrLuqvKC352nYvol4+/10zzh7Ub6mh4Jzzh0rVq6BddeU0yI5dkd0cs45d9R5KDjnnKt5KDjnnKt5KDjnnKt5KDjnnKt5KDjnnKt5KDjnnKt5KDjnnKsd06OkStoFPHGEh68Gdr/sXuPD+2OY98d+3hfDlkN/nGpmrxu14ZgOhVdC0t8ONnTsOPL+GOb9sZ/3xbDl3h9++cg551zNQ8E551xtnEPh+00XsMR4fwzz/tjP+2LYsu6Psb2n4Jxz7kDjfKbgnHNuHg8F55xztbEMBUnvk/RPSY9L+kLT9TRJ0imS7pG0TdKjkm5suqamSYolPSjpd03X0jRJr5F0u6R/VL8jlzRdU1MkfbZ6jjwi6WeSuk3XtBjGLhQkxcB3gCuAc4GNks5ttqpG5cDnzOwc4GLghjHvD4AbgW1NF7FEfAv4vZm9CVjHmPaLpLXAp4HzzezNlB///OFmq1ocYxcKwIXA42Y2bWYp8HPggw3X1Bgze8bMtlTLeymf9Gubrao5kk4G3g/c2nQtTZO0EngH8AMAM0vNbKbZqhqVABOSEmASeLrhehbFOIbCWmDHwPpOxviP4CBJpwHnAZubraRR3wQ+DxRNF7IEnAHsAn5UXU67VdJU00U1wcyeAr4OPAk8A7xgZnc1W9XiGMdQ0Ii2sX9drqQVwK+Bz5jZnqbraYKkDwDPmtnfm65liUiAtwLfNbPzgJeAsbwHJ+m1lFcUTgfWAFOSrm22qsUxjqGwEzhlYP1klulp4EJJalEGwm1mdkfT9TToUuBKSf+mvKx4uaSfNltSo3YCO81s7szxdsqQGEfvBrab2S4zy4A7gLc3XNOiGMdQeAA4U9LpktqUN4t+23BNjZEkymvG28zsG03X0yQzu8nMTjaz0yh/L/5oZsvyv8GFMLP/ADsknV01bQAea7CkJj0JXCxpsnrObGCZ3nRPmi7g1WZmuaRPAn+gfAXBD83s0YbLatKlwEeBhyVtrdq+aGZ3NliTWzo+BdxW/QM1DVzXcD2NMLPNkm4HtlC+Yu9BlulwFz7MhXPOudo4Xj5yzjl3EB4Kzjnnah4Kzjnnah4Kzjnnah4Kzjnnah4Kzs0jKUjaWo2G+StJk4d5/K2HM6igpI9J+vbhV+rc0eeh4NyBZs1sfTUaZgpcv9ADJcVm9nEzG9c3ebljnIeCc4e2CXgjgKRrJf21Oov4XjUMO5JelPRVSZuBSyTdK+n8attGSQ9XZx23zD2opOsk/UvSfZRvIJxrv7ra9yFJ97+q36lzeCg4d1DVEMlXUL7b+xzgGuBSM1sPBOAj1a5TwCNmdpGZ/Wng+DXALcDlwHrgAkkfkvR64CuUYfAeys/1mHMz8F4zWwdcuajfoHMjjN0wF84twMTAkB+bKMeG+gTwNuCBcugbJoBnq30C5YCC810A3GtmuwAk3Ub5+QTMa/8FcFbV/mfgx5J+STnomnOvKg8F5w40W50N1KpB0H5iZjeN2L9nZmFE+6hh2ueMHF/GzK6XdBHlB/1slbTezJ5baOHOvVJ++ci5hbkbuErSiQCSjpd06sscsxl4p6TV1f2HjcB9Vfu7JJ1QDVt+9dwBkt5gZpvN7GZgN8PDvDu36PxMwbkFMLPHJH0JuEtSBGTADcAThzjmGUk3AfdQnjXcaWa/AZD0ZeAvlJ/itYVyxF6Ar0k6s9r/buChxfmOnBvNR0l1zjlX88tHzjnnah4Kzjnnah4Kzjnnah4Kzjnnah4Kzjnnah4Kzjnnah4Kzjnnav8Hbxgmor7kb1sAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.ylabel(\"RMSE\")\n",
    "plt.xlabel(\"Periods\")\n",
    "plt.title(\"Root Mean Squared Error vs. Periods\")\n",
    "plt.plot(adagrad_training_losses, label='Adagrad training')\n",
    "plt.plot(adagrad_validation_losses, label='Adagrad validation')\n",
    "plt.plot(adam_training_losses, label='Adam training')\n",
    "plt.plot(adam_validation_losses, label='Adam validation')\n",
    "_ = plt.legend()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "colab_type": "text",
    "id": "UySPl7CAQ28C",
    "slideshow": {
     "slide_type": "slide"
    }
   },
   "source": [
    " ## 任务 3：尝试其他标准化方法\n",
    "\n",
    "**尝试对各种特征使用其他标准化方法，以进一步提高性能。**\n",
    "\n",
    "如果仔细查看转换后数据的汇总统计信息，您可能会注意到，对某些特征进行线性缩放会使其聚集到接近 `-1` 的位置。\n",
    "\n",
    "例如，很多特征的中位数约为 `-0.8`，而不是 `0.0`。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {
    "colab": {
     "autoexec": {
      "startup": false,
      "wait_interval": 0.0
     }
    },
    "colab_type": "code",
    "id": "QWmm_6CGKxlH"
   },
   "outputs": [
    {
     "data": {
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\n",
      "text/plain": [
       "<Figure size 1296x864 with 9 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "_ = training_examples.hist(bins=20, figsize=(18, 12), xlabelsize=2)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "colab_type": "text",
    "id": "Xx9jgEMHKxlJ"
   },
   "source": [
    " 通过选择其他方式来转换这些特征，我们可能会获得更好的效果。\n",
    "\n",
    "例如，对数缩放可能对某些特征有帮助。或者，截取极端值可能会使剩余部分的信息更加丰富。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {
    "colab": {
     "autoexec": {
      "startup": false,
      "wait_interval": 0.0
     }
    },
    "colab_type": "code",
    "id": "baKZa6MEKxlK"
   },
   "outputs": [],
   "source": [
    "def log_normalize(series):\n",
    "  return series.apply(lambda x:math.log(x+1.0))\n",
    "\n",
    "def clip(series, clip_to_min, clip_to_max):\n",
    "  return series.apply(lambda x:(\n",
    "    min(max(x, clip_to_min), clip_to_max)))\n",
    "\n",
    "def z_score_normalize(series):\n",
    "  mean = series.mean()\n",
    "  std_dv = series.std()\n",
    "  return series.apply(lambda x:(x - mean) / std_dv)\n",
    "\n",
    "def binary_threshold(series, threshold):\n",
    "  return series.apply(lambda x:(1 if x > threshold else 0))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "colab_type": "text",
    "id": "-wCCq_ClKxlO"
   },
   "source": [
    " 上述部分包含一些额外的标准化函数。请尝试其中的某些函数，或添加您自己的函数。\n",
    "\n",
    "请注意，如果您将目标标准化，则需要将网络的预测结果非标准化，以便比较损失函数的值。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "colab": {
     "autoexec": {
      "startup": false,
      "wait_interval": 0.0
     }
    },
    "colab_type": "code",
    "id": "8ToG-mLfMO9P",
    "pycharm": {
     "is_executing": true
    }
   },
   "outputs": [],
   "source": [
    "def normalize(examples_dataframe):\n",
    "  \"\"\"Returns a version of the input `DataFrame` that has all its features normalized.\"\"\"\n",
    "  #\n",
    "  # YOUR CODE HERE: Normalize the inputs.\n",
    "  #\n",
    "  pass\n",
    "\n",
    "normalized_dataframe = normalize(preprocess_features(california_housing_dataframe))\n",
    "normalized_training_examples = normalized_dataframe.head(12000)\n",
    "normalized_validation_examples = normalized_dataframe.tail(5000)\n",
    "\n",
    "_ = train_nn_regression_model(\n",
    "    my_optimizer=tf.train.GradientDescentOptimizer(learning_rate=0.0007),\n",
    "    steps=5000,\n",
    "    batch_size=70,\n",
    "    hidden_units=[10, 10],\n",
    "    training_examples=normalized_training_examples,\n",
    "    training_targets=training_targets,\n",
    "    validation_examples=normalized_validation_examples,\n",
    "    validation_targets=validation_targets)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "colab_type": "text",
    "id": "GhFtWjQRzD2l"
   },
   "source": [
    " ### 解决方案\n",
    "\n",
    "点击下方即可查看一种可能的解决方案。"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "colab_type": "text",
    "id": "OMoIsUMmzK9b"
   },
   "source": [
    " 以上这些只是我们能想到的处理数据的几种方法。其他转换方式可能会更好！\n",
    "\n",
    "`households`、`median_income` 和 `total_bedrooms` 在对数空间内均呈现为正态分布。\n",
    "\n",
    "如果 `latitude`、`longitude` 和 `housing_median_age` 像之前一样进行线性缩放，效果可能会更好。\n",
    "\n",
    "`population`、`totalRooms` 和 `rooms_per_person` 具有几个极端离群值。这些值似乎过于极端，以至于我们无法利用对数标准化处理这些离群值。因此，我们直接截取掉这些值。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {
    "colab": {
     "autoexec": {
      "startup": false,
      "wait_interval": 0.0
     }
    },
    "colab_type": "code",
    "id": "XDEYkPquzYCH"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Training model...\n",
      "RMSE (on training data):\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C747DA58>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C747DA58>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C74AA048>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C74AA048>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C74AA550>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C74AA550>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C74AA4A8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C74AA4A8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C74AA898>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C74AA898>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C80096A0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C80096A0>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C82C75C0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C82C75C0>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C82C7AC8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C82C7AC8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C82C7A20>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C82C7A20>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C82C7E10>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C82C7E10>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C84C8908>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C84C8908>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C84C8E48>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C84C8E48>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C8506048>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C8506048>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C8506128>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C8506128>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C85069E8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C85069E8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "  period 00 : 89.96\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C8986208>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C8986208>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C89D0240>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C89D0240>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C89AD8D0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C89AD8D0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C89AD5C0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C89AD5C0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C89AD2E8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C89AD2E8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C6DA3BE0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C6DA3BE0>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C6C66278>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C6C66278>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C6C66EF0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C6C66EF0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C6C66358>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C6C66358>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C6C66A58>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C6C66A58>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A608F2E8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A608F2E8>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A647E438>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A647E438>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A2BF0CF8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A2BF0CF8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A647EF98>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A647EF98>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A2BF0F60>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A2BF0F60>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "  period 01 : 75.58\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A6072A90>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A6072A90>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A4E4CC18>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A4E4CC18>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A6440048>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A6440048>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A64401D0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A64401D0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A64405F8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A64405F8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A61E20B8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A61E20B8>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A61EEE80>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A61EEE80>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADFDD3C8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADFDD3C8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADFDD320>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADFDD320>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADFDD710>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADFDD710>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C86D0128>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C86D0128>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A2BF20F0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A2BF20F0>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B2A51320>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B2A51320>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B2A51240>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B2A51240>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B2A51908>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B2A51908>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "  period 02 : 73.26\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A66F9A90>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A66F9A90>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139B6BA3EF0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139B6BA3EF0>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADDBA438>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADDBA438>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADDBA390>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADDBA390>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADDBA780>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADDBA780>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139BA9FE6D8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139BA9FE6D8>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139B2BF4748>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139B2BF4748>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B2BF47B8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B2BF47B8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B2BF4BE0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B2BF4BE0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B2BF4DD8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B2BF4DD8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A6036320>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A6036320>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A6187EF0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A6187EF0>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A61876D8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A61876D8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A61877F0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A61877F0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A6187940>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A6187940>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "  period 03 : 71.85\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A690AB70>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A690AB70>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139ADF26F98>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139ADF26F98>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADF234E0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADF234E0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADF23438>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADF23438>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADF23828>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADF23828>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C4B529E8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C4B529E8>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C4B47748>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C4B47748>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C4B47C50>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C4B47C50>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C4B47BA8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C4B47BA8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C4B47FD0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C4B47FD0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C6C79898>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C6C79898>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C2895860>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C2895860>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C28954A8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C28954A8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C2895AC8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C2895AC8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C28957B8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C28957B8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "  period 04 : 70.94\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A6496CC0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A6496CC0>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139ADDA59B0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139ADDA59B0>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADDA5550>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADDA5550>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADDA5BE0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADDA5BE0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A6763978>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A6763978>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139BCC2D2B0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139BCC2D2B0>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C02F4E10>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C02F4E10>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C030F390>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C030F390>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C030F470>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C030F470>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C030F710>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C030F710>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C7132828>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C7132828>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139BA3A8EB8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139BA3A8EB8>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BA3A8BE0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BA3A8BE0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BA3A8B70>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BA3A8B70>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BA3A8438>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BA3A8438>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "  period 05 : 70.12\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A647EEB8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A647EEB8>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139ADD982E8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139ADD982E8>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADD98588>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADD98588>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADD98828>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADD98828>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADD98E80>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADD98E80>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139ADEBE3C8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139ADEBE3C8>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C037B320>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C037B320>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C037B828>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C037B828>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C037B780>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C037B780>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C037BB70>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C037BB70>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139B28BC358>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139B28BC358>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139BAAD7F98>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139BAAD7F98>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BAAD44E0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BAAD44E0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BAAD4438>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BAAD4438>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BAAD4828>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BAAD4828>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "  period 06 : 69.81\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C0365BA8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C0365BA8>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139ADEBE080>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139ADEBE080>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADEBE3C8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADEBE3C8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADEBEA90>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADEBEA90>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADEBE780>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADEBE780>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139BA742160>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139BA742160>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139BCCB0EB8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139BCCB0EB8>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BCC95828>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BCC95828>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BCC952E8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BCC952E8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BCC95550>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BCC95550>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C03A9898>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C03A9898>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139B64337B8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139B64337B8>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B6433CC0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B6433CC0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B6433C18>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B6433C18>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B6433E10>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B6433E10>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "  period 07 : 69.22\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C4E4C2B0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C4E4C2B0>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139BC7026D8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139BC7026D8>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BC702BE0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BC702BE0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BC702B38>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BC702B38>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BC702F28>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BC702F28>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139BA85EBE0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139BA85EBE0>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139ADE6BF28>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139ADE6BF28>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADE6BEF0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADE6BEF0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADE6BDD8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADE6BDD8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADE6BBE0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADE6BBE0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139B06B1160>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139B06B1160>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139B06D6EB8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139B06D6EB8>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BCB0A400>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BCB0A400>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BCB0A358>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BCB0A358>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BCB0A748>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BCB0A748>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "  period 08 : 69.27\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C6FA7668>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C6FA7668>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C001FA90>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C001FA90>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C001FF98>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C001FF98>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C001FEF0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C001FEF0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C000E320>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C000E320>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139B63406A0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139B63406A0>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139B30A35C0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139B30A35C0>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B30A3AC8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B30A3AC8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B30A3A20>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B30A3A20>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B30A3E10>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B30A3E10>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139BAE1B0B8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139BAE1B0B8>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C2199080>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C2199080>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C2199F28>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C2199F28>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C2199160>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C2199160>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C2199B00>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C2199B00>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "  period 09 : 69.83\n",
      "Model training finished.\n",
      "Final RMSE (on training data):   69.83\n",
      "Final RMSE (on validation data): 69.08\n"
     ]
    },
    {
     "data": {
      "image/png": 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3t89VRDar6qKe247+AT+r9sBf7iVs+b1ckpvG2r1VqKoNhWGMGXPKysq4+eab6ezsJCIigsceeyzgZRj9oROVAHtehqzFFOTfyEs7D7P3yDHyxwe2SmmMMcGWl5fH22+/HdQyjP5zOvETYPxsKF5NQb4b2cC6ThtjTHCM/tAByFkGZRvIiOkkd1wcayx0jDEmKMZI6BRCRyuUrKcgL52/7T/Kiba+xzoyxhgz9MZG6GRdCGHRXhNbGi3tnWzYVxPsUhljzJgzNkInPAqyL4aiVVwwNZWIsBDW7rHrdYwxw1tcXBwABw8e5Kabbup1m0svvZT+Lil55JFHaG5u7n4+kKkS/GVshA64JraavUQ3V3DB1BTW2lQHxpgRYtKkSd0jSJ+JnqEzkKkS/GXshE6uN9xb8WqW5qdTdOQYFXW9j1lkjDH+8NWvfvWU+XTuv/9+HnjgAQoLC7unIXjuufcPvF9SUsLs2bMBOH78OCtXrmTOnDl86EMfOmXstdtuu41FixYxa9Ys7rvvPsANInrw4EGWLVvGsmXLgJNTJQA8/PDDzJ49m9mzZ/PII490v97pplA4W6P/Op0uafmQkAFFqyi49Eb4027W7qniw+dnBbtkxphgeOluOLxjaI854Vy48vQD569cuZI777yTf/7nfwbgmWee4eWXX+auu+4iISGB6upqFi9ezAc+8IHTXsD+ox/9iJiYGLZv38727dtZsGBB97oHH3yQlJQUOjo6KCwsZPv27dxxxx08/PDDvPbaa6SlpZ1yrM2bN/Pkk0+yceNGVJULLriApUuXkpycPOApFAZr7NR0RCBnOexbQ15aFBMTo+x6HWNMQM2fP58jR45w8OBBtm3bRnJyMhMnTuRrX/sac+bMYcWKFVRUVFBZWXnaY6xdu7b7y3/OnDnMmXNyWK9nnnmGBQsWMH/+fN555x127drVZ3nWr1/PBz/4QWJjY4mLi+OGG25g3bp1wMCnUBissVPTARc6b/8cOfg2BXnpvLjzEO0dnYSFjp3sNcZ4+qiR+NNNN93Es88+y+HDh1m5ciVPPfUUVVVVbN68mfDwcLKzs3ud0sBXb7Wg/fv389BDD/HWW2+RnJzMLbfc0u9x+hp7c6BTKAzW2Pq2nXYpSIhrYstPp/FEO1sPBKcHhzFmbFq5ciW/+tWvePbZZ7npppuor69n3LhxhIeH89prr1FaWtrn/gUFBTz11FMA7Ny5k+3btwPQ0NBAbGwsiYmJVFZW8tJLL3Xvc7opFQoKCvjDH/5Ac3MzTU1N/P73v2fJkvdNgzakxlboxKTApAVQvIpLctMIsdlEjTEBNmvWLBobG8nIyGDixIn8wz/8A5s2bWLRokU89dRTzJgxo8/9b7vtNo4dO8acOXP47ne/y/nnnw/A3LlzmT9/PrNmzeKf/umfuPjii7v3ufXWW7nyyiu7OxJ0WbBgAbfccgvnn38+F1xwAZ/61KeYP3/+0L9pH2NmaoNuqx+EdQ/BV/Zxw5O76FB47vaL+9/PGDPijfWpDfxlMFMbjK2aDriu09oJ+9ZQkJ/O9vI6aptag10qY4wZE8Ze6GQsgsiE7lGnVWGdzSZqjDEBMfZCJzQMphZA8WrmZiSSGB1u53WMGUNGwimFkWSwn+fYCx1wTWz1Bwg9WsQleWms82YTNcaMblFRUdTU1Njf+xBRVWpqaoiKihrwPmPrOp0uOcvdffFqluZdzZ+2H+K9ykZmTEgIbrmMMX6VmZlJeXk5VVXWujFUoqKiyMzMHPD2YzN0krMhJQeKV7Hkmo8DsOa9KgsdY0a58PBwpk6dGuxijGljs3kNXBNbyXomxoYwfXy8jTptjDEBMHZDJ6cQ2pqhbAMF+Wm8tb+W5tb2YJfKGGNGtbEbOtmXQEg4FLshcVo7bDZRY4zxt7EbOpFxkLUYilZzXnYKUeE2m6gxxvjb2A0dgJxlULmDqBPVLJ6WatfrGGOMn43x0PFmE933GgV56eyrbuLA0ea+9zHGGHPGxnboTJgDMWndQ+IArLHajjHG+M3YDp2QENfEVryanLRoMpKirYnNGGP8aGyHDrgmtqYqpHInBfnpvFFcQ1tHZ7BLZYwxo5KFTo43qVHxapbmp3GspZ23y2w2UWOM8QcLnfgJMH42FK3iotw0QkOENXuOBLtUxhgzKlnogBsAtGwDCdLCgqwku17HGGP8xEIH3DhsnW1Q+lcK8tLZUVFP9bGWYJfKGGNGHb+GjojcJSLviMhOEXlaRKJE5Ccisl9Etnq3ef4sw4BMXgxh0VC0qrvr9Pq9Vtsxxpih5rfQEZEM4A5gkarOBkKBld7qL6vqPO+21V9lGLDwKDcWW/EqZmckkhxjs4kaY4w/+Lt5LQyIFpEwIAY46OfXO3O5hVBTRGh9GUvy0lm7t5rOTptd0BhjhpLfQkdVK4CHgDLgEFCvqq94qx8Uke0i8j0RiextfxG5VUQ2icimgMzy5zObaEF+OtXHWth9uMH/r2uMMWOIP5vXkoHrgKnAJCBWRD4K3APMAM4DUoCv9ra/qj6qqotUdVF6erq/inlSWj4kZLrQyUsDbEgcY4wZav5sXlsB7FfVKlVtA34HXKSqh9RpAZ4EzvdjGQZOxF0oum8N42LDmDkxwc7rGGPMEPNn6JQBi0UkRkQEKAR2i8hEAG/Z9cBOP5ZhcHILoaUeKjZTkJ/G5tJamlpsNlFjjBkq/jynsxF4FtgC7PBe61HgKRHZ4S1LA/7dX2UYtKlLQULckDh56bR1KG8W22yixhgzVML8eXBVvQ+4r8fi5f58zbMSkwKTFkDxKhYu+QrR4aGs2VPFinPGB7tkxhgzKtiIBD3lFkLFZiLbGrgoJ5W1e+28jjHGDBULnZ5yCkE7Yd8aCvLTKa1ppqS6KdilMsaYUcFCp6eMhRCZCMUnh8Sx2o4xxgwNC52eQsNgWgEUrSY7JZqslBjrOm2MMUPEQqc3OYXQUI7UFFGQn8abxTW0tttsosYYc7YsdHrTPSTOKgry0mlq7WBzaW1wy2SMMaOAhU5vkqdAai4Ur+bCnFTCQsSGxDHGmCFgoXM6OYVQsp74sE4WTkm28zrGGDMELHROJ2c5tDVD2ZsU5Kez61ADRxpPBLtUxhgzolnonE72JRAS7obE8bpOr9tjs4kaY8zZsNA5ncg4yFoMRas5Z2ICqbERdr2OMcacJQudvuQsh8odhDQdoSA/nXU2m6gxxpwVC52+5Ba6+32vUZCfxtGmVt45aLOJGmPMmbLQ6cv4cyEmDYpWsSTPnddZs+dIkAtljDEjl4VOX0JCXBNb8WrSYsKZnZHAWutMYIwxZ8xCpz+5hdBcDZU7KMhLZ0tZLY0n2oJdKmOMGZEsdPozbZm7L3KjTrd3Km/YbKLGGHNGLHT6Ez/endspXs2CrGRiI0JtSBxjjDlDFjoDkbscyjYQ0dHMRblprN1Thap1nTbGmMGy0BmInOXQ2QYl6ynIT6e89jj7bTZRY4wZNAudgci6EMJj3JA43V2nrYnNGGMGy0JnIMIi3VhsxavISo0hO9VmEzXGmDNhoTNQOcuhpghqS1man86GfUdpae8IdqmMMWZEsdAZqBxvSJzi1RTkp3O8rYNNJTabqDHGDIaFzkCl5UFCJhSvYvG0VMJDbTZRY4wZLAudgRJxXaf3rSU2DM7LTrHzOsYYM0gWOoORUwgt9VCxmYL8dN493Ehlg80maowxA2WhMxjTloKEQPEqCryu01bbMcaYgbPQGYzoZMhYCEWrmDkxnvT4SDuvY4wxg2ChM1g5hXBwC3K8loK8dNYXVdNhs4kaY8yAWOgMVs5y0E7Yv4aC/DTqmtvYUVEf7FIZY8yIYKEzWBkLITIRilezJC8dEVjznjWxGWPMQFjoDFZomOtQULSalJhw5mQksnavhY4xxgyEhc6ZyFkODeVQvYeC/HS2Hqij/rjNJmqMMf2x0DkTuacOidPRqbxRVB3cMhljzAhgoXMmkrIgNQ+KVjFvchLxkWHWddoYYwbAQudM5SyHkvWEd7Zysc0maowxA9Jn6IjIcp/HU3usu6G/g4vIXSLyjojsFJGnRSRKRKaKyEYR2SsivxaRiDMvfhDlFkL7cTiwgYL8dA7Wn6C46liwS2WMMcNafzWdh3we/7bHuq/3taOIZAB3AItUdTYQCqwEvgN8T1XzgFrgk4Mq8XAx5WIICYeiVRTkpwGwZo+d1zHGmL70Fzpymse9Pe9NGBAtImFADHAIWA48663/KXD9AI4z/ETGQdZiKF5NZnIM09Jj7byOMcb0o7/Q0dM87u35qStVK3A1pTJc2NQDm4E6VW33NisHMnrbX0RuFZFNIrKpqmqYfpnnFkLlTmg8zNL8dDbuq+FEm80maowxp9Nf6EwTkT+KyPM+j7ueT+1rRxFJBq7ztpsExAJX9rJpr+Glqo+q6iJVXZSent7vGwmKHO+UV/FrFOSn09Leyd/2Hw1umYwxZhgL62f9dT6PH+qxrufznlYA+1W1CkBEfgdcBCSJSJhX28kEDg6ivMPL+HMhNh2KV7P42puJCAthzZ4qCvKHaUgaY0yQ9Rk6qrrG97mIhAOzgQpVPdLPscuAxSISAxwHCoFNwGvATcCvgI8Dz51Z0YeBkBBX2ylaRXSYcMFUm03UGGP60l+X6f8TkVne40RgG/Az4G0R+XBf+6rqRlyHgS3ADu+1HgW+CnxRRIqAVOCJs30TQZWzHJqr4fB2CvLS2XvkGAfrjge7VMYYMyz1d05niaq+4z3+BLBHVc8FFgJf6e/gqnqfqs5Q1dmq+jFVbVHVfap6vqrmqurfq2rLWb6H4Oo+r7O6u1ltnQ0AaowxveovdFp9Hl8G/AFAVQ/7rUQjTdw4mHAuFK8mf3wcExKirOu0McacRn+hUyci14jIfOBi4GUA77qbaH8XbsTIWQ5lG5DWJgry01i/t5r2js5gl8oYY4ad/kLnM8DngCeBO31qOIXAn/xZsBElpxA626BkPQX56TScaGdbuc0maowxPfXXe20PcEUvy/8M/NlfhRpxshZDeAwUr+KSS5cTIrBmTxULpyQHu2TGGDOs9Bk6IvL9vtar6h1DW5wRKiwSsi+BolUkXfWfzMlMYu2eKr54WX6wS2aMMcNKf81rnwUuwV3AuQk3jI3vzXTJKYSjxVBbwtL8dLaX11HX3Nr/fsYYM4b0FzoTcdfW/B3wMSAc+KOq/lRVf+rvwo0oPbpOdyqst9lEjTHmFH2GjqrWqOr/qeoy4BYgCXhHRD4WiMKNKGl5kDgZilczNzORhKgw1rxnXaeNMcZXf2OvASAiC4AP467VeQlrWns/EVfbeecPhNHJkrx01u51s4mKDGQWCGOMGf36GwbnARHZDHwRWIObkO2TqrorIKUbaXKWQ0s9VGyiID+NyoYW9lTabKLGGNOlv3M69wKJwFzgP4AtIrJdRHaIyHa/l26kmbYUJOSUIXFsAFBjjDmpv+a1PufMMT1EJ0PGIihaxcRlXyNvXBxr9lTx6YJpwS6ZMcYMC/11JCjt7Yab8fOSwBRxhMlZDge3QPNRluan87eSoxxvtdlEjTEG+j+nkyAi94jID0TkcnE+D+wDbg5MEUeY3ELQTti/hoL8dFrbO9mwvybYpTLGmGGhv3M6Pwem4+bD+RTwCm4CtutU9bq+dhyzJi2AqEQoWsX5U1OIDAuxrtPGGOPp75zONG/+HETkcaAayFLVRr+XbKQKDYOpS6F4NVFhISyelspam1/HGGOA/ms6bV0PVLUD2G+BMwC5hdBQAdV7KMhPZ19VE+W1zcEulTHGBF1/oTNXRBq8WyMwp+uxiDQEooAjUteQOEWrWJqfBsDaPTYkjjHG9Nd7LVRVE7xbvKqG+TxOCFQhR5ykLEjNg+LV5KTHMSkxijV7jgS7VMYYE3T91XTMmcothJL1SHsLS6en80ZRDW02m6gxZoyz0PGXnOXQfhzK3qQgL53Glna2HqgLdqmMMSaoLHT8JfsSCI2A4tVclJtGaIjYkDjGmDHPQsdfImLdNNbFq0mMDmfe5CTWWOgYY8Y4Cx1/ylkOlTuh8TBL89PZUVHP0SabTdQYM3ZZ6PhTTqG7L36Ngvx0VGGdXShqjBnDLHT8afxsiB0Hxas4N1NadLgAABq7SURBVCORpJhwa2IzxoxpFjr+FBICOcugeDWhKEvy0lm3txpVDXbJjDEmKCx0/C2nEJpr4PB2CvLSqGpsYfchG0nIGDM2Wej4W84yd1+86uRsonZexxgzRlno+FvcOJhwLhStZnxCFDMmxNtUB8aYMctCJxByCuHARmhpZGl+OptKj9LU0h7sUhljTMBZ6ARCbiF0tkHJegry02nrUDbss9lEjTFjj4VOIEy+AMJjoHg1i7KTiQ4PtSFxjDFjkoVOIIRFQvYSKFpFZFgoi6el2PU6xpgxyUInUHKWw9FiqC1haX46JTXNvPLO4WCXyhhjAspCJ1Byu4bEWc01cycxLS2WW3++mU/+5C32VzcFt2zGGBMgFjqBkpoLiVlQtIq0uEheunMJ91w5g437j3L599bwHy/upvFEW7BLaYwxfuW30BGR6SKy1efWICJ3isj9IlLhs/wqf5VhWBFxF4ruXwsdbUSGhfKZpTms/pelfHB+Bo+u28eyh17nmbcO0Nlpw+QYY0Ynv4WOqr6nqvNUdR6wEGgGfu+t/l7XOlV90V9lGHZyC6GlASo2dy8aFx/Fd2+ay3O3X0xWSgxf+e12rvvfv7K59GgQC2qMMf4RqOa1QqBYVUsD9HrD09SlICFQtOp9q+ZkJvHb2y7ikQ/N40jjCW780Zt84Vdvc6j+eBAKaowx/hGo0FkJPO3z/HMisl1Efiwiyb3tICK3isgmEdlUVTVKuhdHJ0HGIih+f+gAiAjXz89g9Zcu5fPLc3lp52GWP7SG/1m1lxNtHQEurDHGDD2/h46IRAAfAH7jLfoRkAPMAw4B/9Xbfqr6qKouUtVF6enp/i5m4OQWQsUWaD5981lsZBhfunw6q764lEunp/Nff9nDiofX8NKOQzYtgjFmRAtETedKYIuqVgKoaqWqdqhqJ/AYcH4AyjB85BQCCvte73fTySkx/OijC/nlpy4gLjKM257awkce28juQw1+L6YxxvhDIELnw/g0rYnIRJ91HwR2BqAMw8ek+RCVCMWrB7zLRblpvPD5S/i362ez+3ADV39/HV//ww5qm1r9WFBjjBl6Yf48uIjEAJcBn/FZ/F0RmQcoUNJj3egXGgbTLnWho+q6Ug9AWGgIH1s8hWvnTOSRV/fy8w2lPL/tEHetyOMfFk8hPNQuuTLGDH9+/aZS1WZVTVXVep9lH1PVc1V1jqp+QFUP+bMMw1JOITRUwKYnoLNzULsmxURw/wdm8dIXlnBuRiL3P7+Lq/57Hev3VvupsMYYM3Ts3+NgmHU9ZF0If/oSPHGZ61gwSPnj4/n5J8/n0Y8tpKW9k48+sZFP/2wTpTU2pI4xZviSkdAbatGiRbpp06ZgF2NoqcL2X8Mr90JTFSz8OBTeBzEpgz5US3sHT6zfzw9WF9HeoXxyyVRuX5ZLXKRfW0+NMea0RGSzqi5633ILnSA70QCvfxs2/h9EJcDye2HhLRASOuhDVTac4Dsvv8vvtlQwLj6Sr14xgw/OzyAkZGDnjYwxZqhY6Ax3R3bDi1+GknUwcR5c9RBMPu+MDvV2WS33P7+LbQfqmDs5ifuvPYf5Wb1eg2uMMX5xutCxczrDxbiZ8PHn4cYn4FglPLEC/nA7HBv8aAzzs5L5/W0X8fDNczlUd5wP/vANvvjMViobTvih4MYYM3BW0xmOWo7B2u/Cmz+EiBhY9nVY9E+uu/UgHWtp54evFfH4uv2EhQq3L8vlk5dMJSp88M13xhgzUNa8NhJV7YGXvgL7XoPxs+Gq/4QpF53RoUprmnjwT7t5ZVclWSkx/OvVM7n8nPHIAK8TMsaYwbDmtZEoPR8+9nu4+edwoh6evBJ+dys0Dn6a6ympsTz6j4v4xScvICo8hM/8fDMfe+Jv7Kls9EPBjTGmd1bTGSlam2Hdf8Eb34fQSLj0brjgMxAaPuhDtXd08tTGMh7+yx6OtbTz0QuyuOuyfJJiIvxQcGPMWGTNa6NFTTG8fDfsfQXSZ7gmt6kFZ3Soo02tfO8ve3hqYykJ0eHctSKfGxdm2vU9xpizZqEzmqjCnpfhpa9CXSnM+iBc/iAkZpzR4d493MADf9zFm/tqiAoP4bJzJnDd3EkU5KcTEWYtsMaYwbPQGY3ajsNf/xvWfw8kFJZ+GRbfDmGDbyZTVTaX1vLc1oO8sP0gtc1tJEaHc9W5E7l+3iTOy06xi0yNMQNmoTOa1ZbAn/8V3n0BUnPhyu+6yeLOUFtHJ+v3VvPc1gpe2VVJc2sHExOj+MDcSVw3L4OZE+Ot15sxpk8WOmPB3lfhpS/D0X0w81r4u29BUtZZHbK5tZ2/7Krkj1sPsmZPFe2dSt64OK6b5wJockrMEBXeGDOaWOiMFe0t8OYPYO1D7tzPki/CRXdAeNRZH/poUysv7jjEH7ce5G8lbrrtBVlJXDcvg6vnTCQtLvKsX8MYMzpY6Iw1dQfglX+FXc9B8lS48juQ/3dDdvjy2mae33aI57ZW8O7hRkJDhEty07hu3iQunzXBesAZM8ZZ6IxVxa+5UQ2q90D+FXDFf0DKtCF9ifcON/Lc1gqe23qQirrjRIWHsGLmeK6bl8FS6wFnzJhkoTOWtbe6qRPWfAc62uDiL8Ald7lx3YaQbw+4P+04xNGmVq8H3ASum5fB+dYDzpgxw0LHQMNB+Ms3YMdvIDELrvgWzLgG/NATra2jk/VF1Tz39qk94K6dO4nr5k3inIkJ1gPOmFHMQsecVLLezd1zZBfkFLou1mm5fnu55tZ2Xt19hOferujuAZc7Lo7rvC7YWanWA86Y0cZCx5yqow3eehxe+5a7yPSiz8GSf4HIOL++bG1TKy/uPMRzb5/sATc/K4nr5k7i6jmTSI+3HnDGjAYWOqZ3jZXw6v2w7ZcQNwFm3wgzroasxWc0ZfZgVNQd5/ltB/nD2yd7wF2cm8Z1cydx+azxxEcNfjBTY8zwYKFj+la2wY1ive916GiFmFSYfqU75zPtUgiP9uvLv3e4kT9ucz3gymuPExnmesBdO3ci509NJSXWRsA2ZiSx0DED09IIe/8C7/7JjWTd0gDhsW5YnRnXQP7lEJ3st5dXVbaUdY0B53rAAUxLj2VhVjKLspNZOCWZaWlx1hPOmGHMQscMXnsrlKxzY7q9+yIcOwwhYZB9iQug6Ved8cjWA9HW0cnbZXVsKj3KltJaNpfWUtvcBkBSTDgLslwALZySzNzMJKIjbApuY4YLCx1zdjo74eAW2P28C6GaIrd80gJ3DmjGNZA+3S/dr7uoKvuqm9hc4gJoc1ktRUeOARAWIsyalMCCKcksmpLCwinJTEg8+6F/jDFnxkLHDK2qPV4N6AWo2OyWpeaeDKCMRRDi/5EIaptaeftALZu8INpWXseJtk4AMpKiWTjFNcktyEpmxoR4wkJtdARjAsFCx/hPw0F470XY/YJrjutsh7jxrvltxjUwdQmEBaYrdFtHJ7sONrCptJYtpbVsKj1KZUMLALERoczLSmJhVjILs1OYn5VEgvWQM8YvLHRMYByv8zoivODu25ogIh7yLoOZ10DuZRCVELDiqCoVdcddc5x3232ogU51LYHTx8d7TXLu3FBWSoyNlGDMELDQMYHXdgL2rznZEaG5GkLCYdrSkx0R4scHvFjHWtrZdqDONcmV1fJ2aS2NLe0ApMVFsnBKEoumpLBgSjKzMxKIDLMOCsYMloWOCa7ODjjwt5PngWpLAIHM81wNaMY1kJoTlKJ1dCp7jzS6mpAXRKU1zQBEhIUwJyORhdnJrlluSjKpNm+QMf2y0DHDh6ob9+3dP7kAOrTNLU+fcbIjwqT5fu0J158jjSfYUlrH5tKjbC6tZWdFA60droNCdmoMczKTmJOZyLkZiczKSLT5g4zpwULHDF91Za757d0XoPQN0A5IyHDNb9OvdEPyRMQGtYgn2jrYWVHP5tJatpTVsqO8noP1JwCXjbnpcZybmcicjETOzUzinIkJdt2QGdMsdMzI0HwU9rzsakFFq6D9uLsgdeJcyLoQplwEkxdDbGqwS0pVYws7K+rZXl7Pjoo6tpXXU9XoesqFhgh54+KYk5nYXSuaPiHezg+ZMcNCx4w8rc1Q+ldX+yl7010P1OGGxSFtOky5ELIucvdJWcEtK66nXGVDC9vL69jhhdH28rruURTCQ4UZExK6a0RzMpPIGx9HuF07ZEYhCx0z8rWdcKMilL0JpW/CgY1ubDiAhEwvhLzaUNr0gFyc2h9Vpbz2eHcI7aioY3t5PY0nXG+5yLAQzpmU0N0sNyczkZz0OEJtXDkzwlnomNGnswMq3/FCyKsNHat066KTXTNcV21o4lwIGx4jVXd2KmVHm9leUc/2A3Vsr6jnnYp6mlo7AIiJCGX2pERXI/I6K2SnxtoAp2ZECXjoiMh04Nc+i6YB3wB+5i3PBkqAm1W1tq9jWeiYAVGF2v2uFlT2hrs/WuzWhUVD5iJXC8q60HXV9vOEdYPR0ansrz7mNcm5Zrl3DjbQ0u56zMVHhjE7I/GUc0SZydF2IasZtoJa0xGRUKACuAC4HTiqqt8WkbuBZFX9al/7W+iYM9ZY6WpAZRtcEB3eAdoJEgoT55w8J5R1IcSmBbu0p2jv6GTvkWPsKK9nu9cst/tQA20d7m82KSacc70gyh8fT1pcJCmxEaTERpAUE26dFkxQBTt0LgfuU9WLReQ94FJVPSQiE4HXVXV6X/tb6Jghc6IByv/m1YY2QMUmaHddn0nLP3lOKGsxJE0J6rVCvWlp72DP4WNsr6hzYVRez3uVjXR0vv/vOC4yjJTYCJJjI0iJCSc5NoLU7ucR73ueGB1uTXhmyAQ7dH4MbFHVH4hInaom+ayrVdU+ZwWz0DF+094CB7eebI47sAFO1Lt18ZNO7ZyQPnNYdE7o6URbB2VHmzna1EptUytHm1s5eszdu+dtHG1qobapjaNNrRxv6+j1OCECyTG+oRTeXXNKjonoDrBUn+cxEaHWxGd6FbTQEZEI4CAwS1UrBxo6InIrcCtAVlbWwtLSUr+W0xjAzRt0ZJfXJOf1kms86NZFJbka0OTzYdw5bv6gpCkQMrKasY63dpwMpKZWaptbqTnm7t//vI3a5tZea1LghglKPU0ojUuIJDs1lqlpsYxPiLRwGoZUldrmNkpqmiitaaKkupmyo81MnxDPZ5ee3bBUpwudQIzdcSWuluN1K6JSRCb6NK8d6W0nVX0UeBRcTScA5TTG1WQmzHa38z/tOifUlZ7snFC2wV282iUsCtLy3BA+6dO9+xmQPBVCh+fQONERoWRERJORFD2g7Ts7lcYT7a4G1XQyrHyDq+t5ea2rcTV4XcK7XzM8lCmpMUxLjyU7NZbsNBdG2amxpMVFWCD5kapSdayF0ppmSqqb3H3NyftGn5+VCExKjCY93n/jCwaipvMr4M+q+qT3/D+BGp+OBCmq+pW+jmHNa2ZYOdEA1Xug6l3v9p67rys7uU1IuBdG008NpJScYdN125/aOjo5XH+CkpomSqqb2F/tvuD2Vzdx4Ggz7T41p/jIMLLTvCBKjel+PC0tlqSY0f9ZDYXOTuVww4lTwqSsppmSmmZKa5pobj3ZpBoaImQmRzMlNZbs1JhT7ienRA9ZB5SgNK+JSAxwAJimqvXeslTgGSALKAP+XlWP9nUcCx0zIrQcg5q9J0PoiBdKtSWA93cmoW40bd9aUfp0SM2D8LExvXZ7RyfltcfZ7wVSSXUT+6qbKKlpoqL2OL4teUkx4d1NdNmpsUxNj2VqaizZaTHEj7EJ+No7OjnUFeQ1zZRWN3WHSunRZlq97vUAEaEhTE6JJjs11oVK2slwmZQUHZBRMOziUGOCpe04VPuEUVft6Og+N7gpgIRAcrZPrWimu0/Lh4iYoBY/kFraOzhw9LgLoxovjLxb1wCrXdLiIk5pqusKpuy0GGIihmfTZn9a2zspr20+pQms1Ls/UNvc3V0eICo8hCkpsUzxaodTUmO8kIlhYmJ00Ee1sNAxZrhpb4Ga4lOb6Kreg5oi6GzzNhI3rlzPc0bp+RAZH9TiB9qJtg5Ka5rZX33MNddVN3XXlo54A612GZ8Q2SOI3OPU2Ag6VOnsxLtXOjr15GN1z7vWd3Qqnd3LtMcyTl3v3Z+y3uc1utd3L3Prjza1dIdMz5pebESoa25MjSUrNcanOSyWcfGRw7qLu4WOMSNFRxsc3d8jjN51taUOny/XhMyTQZQ6DWLHuQtcY9PdfVTSsLvOyF+OtbR31458zyGVVDdR09Qa7OL1KSEqjKlpsaeeY/Gaw1JjR24ni2D2XjPGDEZouKvJpOefuryj3fWk69mBYdOP3RQQPYWEu/CJSfMJo/RTg8n3PshzFp2NOG+YoNkZie9bV3+8rTuQ6prbCAkRQkUIDYEQEUJD3K3r8cllPutF3H6+60UICeHU9V3H8F3fY9mpr0XwQ0UVGg66SwUq33G3cTNhyRf98nIWOsaMFKFhrhNCao6bYbVLZ6cb6LS5GpqqoKnGu++6ectr97vHrcd6P354zGkCqmdIpbvtRkgvvMTocOZOTmLu5KT+Nx7tTjTAkd1QudMLmV1w5J2TF0SDm0AxfoLfimChY8xIFxICCRPdbSBam30CqvpkKPkG1LHD7oupqerkHEY9RSb2CKQeYRU3HhIz3ZdY6NjqaRZ0HW3u3GBXzaUrYOp9uvVHxMP4c2DWDTB+lruNm+lGaPcjCx1jxpqIGIjIGtjEd6puzqLThVNTlQuwo/vc/EbNNW5A1VMIxE90AZSYCUmTIXHyyeeJmWPq/NOQUoWGipM1lspdLmCq3jvZGSUkzHXJn3weLLoFxs1yYZM4OSifuYWOMeb0RCAq0d1SBzAsSmcHHK91odR4EOoroL4c6g+426Gt8O4L7689RcSfGkI9gyl+0rAd4SFgTtR7TWPv9N00Nu4cyF3h1VzOcRcph/lvhIHBGuM/RWPMkAoJPdnUNm5G79t0drraUZ0XRPXlpwbTwS2uxuRLQlzw+AZTYqarrXXXlt7fiWBE6mhzPRW7Tuz31jQWmeACZfaN7j5ATWNDwULHGBNYISEQN87dMhf2vk1rs2s2qj/ghZNPMFVshl3P+VzL5IlMeH+zXeJkr9aUCXETBldbUnVNhafcTrOMgWzrPe+5bcOhk01jle+4IZZ8m8bS8t0gs8OgaWwoWOgYY4afiBjXLJSW1/v6zk5oOuJTQyr3CacDUP4WHO8xupaEehfUao9A6CUwCML1iwmZLlDyLvNpGssfMb0EB8pCxxgz8oSEuG698RPcNOS9aW16fyi1NLimuq4bnPq8+ybvf4wMbLt+t+2xXWzaiGkaGwoWOsaY0Ski1huxoc+JiU2ADb9pEI0xxoxaFjrGGGMCxkLHGGNMwFjoGGOMCRgLHWOMMQFjoWOMMSZgLHSMMcYEjIWOMcaYgBkR01WLSBVQepaHSQOqh6A4o5l9RgNjn9PA2Oc0MKP1c5qiquk9F46I0BkKIrKpt/m6zUn2GQ2MfU4DY5/TwIy1z8ma14wxxgSMhY4xxpiAGUuh82iwCzAC2Gc0MPY5DYx9TgMzpj6nMXNOxxhjTPCNpZqOMcaYILPQMcYYEzCjPnRE5AoReU9EikTk7mCXZzgSkcki8pqI7BaRd0TkC8Eu03AmIqEi8raIvBDssgxXIpIkIs+KyLve79WFwS7TcCMid3l/bztF5GkRiQp2mQJhVIeOiIQC/wtcCZwDfFhEzgluqYalduBLqjoTWAzcbp9Tn74A7A52IYa5/wZeVtUZwFzs8zqFiGQAdwCLVHU2EAqsDG6pAmNUhw5wPlCkqvtUtRX4FXBdkMs07KjqIVXd4j1uxH1BZAS3VMOTiGQCVwOPB7ssw5WIJAAFwBMAqtqqqnXBLdWwFAZEi0gYEAMcDHJ5AmK0h04GcMDneTn2ZdonEckG5gMbg1uSYesR4CtAZ7ALMoxNA6qAJ71myMdFJDbYhRpOVLUCeAgoAw4B9ar6SnBLFRijPXSkl2XWR/w0RCQO+C1wp6o2BLs8w42IXAMcUdXNwS7LMBcGLAB+pKrzgSbAzqf6EJFkXKvLVGASECsiHw1uqQJjtIdOOTDZ53kmY6QKO1giEo4LnKdU9XfBLs8wdTHwAREpwTXVLheRXwS3SMNSOVCuql215WdxIWROWgHsV9UqVW0DfgdcFOQyBcRoD523gDwRmSoiEbgTdX8McpmGHRERXPv7blV9ONjlGa5U9R5VzVTVbNzv0mpVHRP/nQ6Gqh4GDojIdG9RIbAriEUajsqAxSIS4/39FTJGOluEBbsA/qSq7SLyOeDPuN4hP1bVd4JcrOHoYuBjwA4R2eot+5qqvhjEMpmR7fPAU94/e/uATwS5PMOKqm4UkWeBLbjeo28zRobDsWFwjDHGBMxob14zxhgzjFjoGGOMCRgLHWOMMQFjoWOMMSZgLHSMMcYEjIWOMWdARDpEZKs3QvBvRCRmkPs/PphBVUXkFhH5weBLaszwYqFjzJk5rqrzvBGCW4HPDnRHEQlV1U+pql0wacYcCx1jzt46IBdARD4qIn/zakH/z5teAxE5JiLfFJGNwIUi8rqILPLWfVhEdni1pu90HVREPiEie0RkDe4C3q7lf+9tu01E1gb0nRpzlix0jDkL3rD0V+JGc5gJfAi4WFXnAR3AP3ibxgI7VfUCVV3vs/8k4DvAcmAecJ6IXC8iE4EHcGFzGW4+qC7fAP5OVecCH/DrGzRmiI3qYXCM8aNonyGD1uHGrrsVWAi85YbTIho44m3TgRtQtafzgNdVtQpARJ7CzUVDj+W/BvK95X8FfiIiz+AGijRmxLDQMebMHPdqM928gRt/qqr39LL9CVXt6GV5b9NvdOl1jCpV/ayIXICbTG6riMxT1ZqBFtyYYLLmNWOGzirgJhEZByAiKSIypZ99NgJLRSTNO//zYWCNt/xSEUn1pp34+64dRCRHVTeq6jeAak6dvsOYYc1qOsYMEVXdJSJfB14RkRCgDbgdKO1jn0Micg/wGq7W86KqPgcgIvcDb+JmltyCGykd4D9FJM/bfhWwzT/vyJihZ6NMG2OMCRhrXjPGGBMwFjrGGGMCxkLHGGNMwFjoGGOMCRgLHWOMMQFjoWOMMSZgLHSMMcYEzP8Ht21IbL0aq/YAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "def normalize(examples_dataframe):\n",
    "  \"\"\"Returns a version of the input `DataFrame` that has all its features normalized.\"\"\"\n",
    "  processed_features = pd.DataFrame()\n",
    "\n",
    "  processed_features[\"households\"] = log_normalize(examples_dataframe[\"households\"])\n",
    "  processed_features[\"median_income\"] = log_normalize(examples_dataframe[\"median_income\"])\n",
    "  processed_features[\"total_bedrooms\"] = log_normalize(examples_dataframe[\"total_bedrooms\"])\n",
    "  \n",
    "  processed_features[\"latitude\"] = linear_scale(examples_dataframe[\"latitude\"])\n",
    "  processed_features[\"longitude\"] = linear_scale(examples_dataframe[\"longitude\"])\n",
    "  processed_features[\"housing_median_age\"] = linear_scale(examples_dataframe[\"housing_median_age\"])\n",
    "\n",
    "  processed_features[\"population\"] = linear_scale(clip(examples_dataframe[\"population\"], 0, 5000))\n",
    "  processed_features[\"rooms_per_person\"] = linear_scale(clip(examples_dataframe[\"rooms_per_person\"], 0, 5))\n",
    "  processed_features[\"total_rooms\"] = linear_scale(clip(examples_dataframe[\"total_rooms\"], 0, 10000))\n",
    "\n",
    "  return processed_features\n",
    "\n",
    "normalized_dataframe = normalize(preprocess_features(california_housing_dataframe))\n",
    "normalized_training_examples = normalized_dataframe.head(12000)\n",
    "normalized_validation_examples = normalized_dataframe.tail(5000)\n",
    "\n",
    "_ = train_nn_regression_model(\n",
    "    my_optimizer=tf.train.AdagradOptimizer(learning_rate=0.15),\n",
    "    steps=1000,\n",
    "    batch_size=50,\n",
    "    hidden_units=[10, 10],\n",
    "    training_examples=normalized_training_examples,\n",
    "    training_targets=training_targets,\n",
    "    validation_examples=normalized_validation_examples,\n",
    "    validation_targets=validation_targets)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "colab_type": "text",
    "id": "b7atJTbzU9Ca",
    "slideshow": {
     "slide_type": "slide"
    }
   },
   "source": [
    " ## 可选挑战：仅使用纬度和经度特征\n",
    "\n",
    "**训练仅使用纬度和经度作为特征的神经网络模型。**\n",
    "\n",
    "房地产商喜欢说，地段是房价的唯一重要特征。\n",
    "我们来看看能否通过训练仅使用纬度和经度作为特征的模型来证实这一点。\n",
    "\n",
    "只有我们的神经网络模型可以从纬度和经度中学会复杂的非线性规律，才能达到我们想要的效果。\n",
    "\n",
    "**注意**：我们可能需要一个网络结构，其层数比我们之前在练习中使用的要多。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {
    "colab": {
     "autoexec": {
      "startup": false,
      "wait_interval": 0.0
     }
    },
    "colab_type": "code",
    "id": "T5McjahpamOc"
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>latitude</th>\n      <th>longitude</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <td>count</td>\n      <td>12000.0</td>\n      <td>12000.0</td>\n    </tr>\n    <tr>\n      <td>mean</td>\n      <td>-0.3</td>\n      <td>-0.0</td>\n    </tr>\n    <tr>\n      <td>std</td>\n      <td>0.5</td>\n      <td>0.4</td>\n    </tr>\n    <tr>\n      <td>min</td>\n      <td>-1.0</td>\n      <td>-1.0</td>\n    </tr>\n    <tr>\n      <td>25%</td>\n      <td>-0.7</td>\n      <td>-0.5</td>\n    </tr>\n    <tr>\n      <td>50%</td>\n      <td>-0.6</td>\n      <td>0.2</td>\n    </tr>\n    <tr>\n      <td>75%</td>\n      <td>0.1</td>\n      <td>0.3</td>\n    </tr>\n    <tr>\n      <td>max</td>\n      <td>1.0</td>\n      <td>1.0</td>\n    </tr>\n  </tbody>\n</table>\n</div>"
      ],
      "text/plain": [
       "       latitude  longitude\ncount   12000.0    12000.0\nmean       -0.3       -0.0\nstd         0.5        0.4\nmin        -1.0       -1.0\n25%        -0.7       -0.5\n50%        -0.6        0.2\n75%         0.1        0.3\nmax         1.0        1.0"
      ]
     },
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Training model...\n",
      "RMSE (on training data):\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A15C4748>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A15C4748>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139BB47CDD8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139BB47CDD8>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BB3229B0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BB3229B0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BB322550>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BB322550>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BB48A390>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BB48A390>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139BE094B38>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139BE094B38>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139BE0A44E0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139BE0A44E0>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BE0C74A8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BE0C74A8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BE0C7400>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BE0C7400>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BE0C77F0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BE0C77F0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139BE386240>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139BE386240>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139BE4A36A0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139BE4A36A0>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BE4A3BA8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BE4A3BA8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BE4A3B00>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BE4A3B00>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BE4A3EF0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BE4A3EF0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "  period 00 : 104.85\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139BB462AC8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139BB462AC8>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139BB454BA8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139BB454BA8>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BB44E390>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BB44E390>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BB44E320>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BB44E320>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BB44E5C0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BB44E5C0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139BAF2CCC0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139BAF2CCC0>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139BB2E6780>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139BB2E6780>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BB2E6F28>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BB2E6F28>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BB2E6898>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BB2E6898>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BB2E6B38>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BB2E6B38>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139BA7B8630>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139BA7B8630>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139BA70A860>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139BA70A860>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BA71FBE0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BA71FBE0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BA70A908>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BA70A908>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BA71F9B0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BA71F9B0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "  period 01 : 102.64\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139BAD9FB38>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139BAD9FB38>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139BAD94128>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139BAD94128>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BAD942B0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BAD942B0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BAD94EF0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BAD94EF0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BAD945F8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BAD945F8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C08225C0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C08225C0>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C08389E8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C08389E8>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C0838EF0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C0838EF0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C0838E48>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C0838E48>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C0852278>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C0852278>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C09C04E0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C09C04E0>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C09D6908>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C09D6908>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C09D6E10>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C09D6E10>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C09D6D68>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C09D6D68>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C09EF198>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C09EF198>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "  period 02 : 101.25\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C0DF3FD0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C0DF3FD0>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C0E25908>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C0E25908>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C0E25E10>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C0E25E10>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C0E25D68>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C0E25D68>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C0E39198>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C0E39198>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C28DB0B8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C28DB0B8>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C2D796A0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C2D796A0>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C2D79BA8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C2D79BA8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C2D79B00>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C2D79B00>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C2D79EF0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C2D79EF0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C05E40F0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C05E40F0>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C05B8438>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C05B8438>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C05EC710>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C05EC710>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C05EC908>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C05EC908>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C05ECB70>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C05ECB70>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "  period 03 : 100.59\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139BA68DB00>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139BA68DB00>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139BA700A58>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139BA700A58>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BA7000F0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BA7000F0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BA7001D0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BA7001D0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BAE35048>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BAE35048>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C0662898>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C0662898>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C06956D8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C06956D8>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C0677080>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C0677080>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C0677048>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C0677048>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C06774A8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C06774A8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139BE9E1588>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139BE9E1588>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139BE9F69B0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139BE9F69B0>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BE9F6EB8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BE9F6EB8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BE9F6E10>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BE9F6E10>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BEA0E240>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BEA0E240>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "  period 04 : 100.22\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C2E35828>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C2E35828>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C2E35908>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C2E35908>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C2E60358>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C2E60358>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C2E602B0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C2E602B0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C2E606A0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C2E606A0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C3528710>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C3528710>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C4912C50>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C4912C50>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C492D080>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C492D080>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C492D048>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C492D048>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C492D3C8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C492D3C8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C4AF35F8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C4AF35F8>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C4C8BA20>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C4C8BA20>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C4C8BF28>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C4C8BF28>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C4C8BE80>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C4C8BE80>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C4CA62B0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C4CA62B0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "  period 05 : 100.07\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C5180828>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C5180828>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C51BC198>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C51BC198>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C51BC6A0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C51BC6A0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C51BC5F8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C51BC5F8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C51BC9E8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C51BC9E8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C7680630>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C7680630>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C7680FD0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C7680FD0>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C76A60B8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C76A60B8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C76A6080>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C76A6080>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C76A6400>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C76A6400>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C5195208>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C5195208>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C4D69630>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C4D69630>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C4C90908>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C4C90908>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C4C90080>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C4C90080>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C4C90DD8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C4C90DD8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "  period 06 : 99.79\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139B2E16BA8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139B2E16BA8>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139BAD9F1D0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139BAD9F1D0>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BAD7B0F0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BAD7B0F0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BAD7B7F0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BAD7B7F0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BAD707B8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BAD707B8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139BEA1B6D8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139BEA1B6D8>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139BEA41BA8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139BEA41BA8>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BEA41EB8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BEA41EB8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BEA41550>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BEA41550>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C35C9438>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C35C9438>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139BEABEC18>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139BEABEC18>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139BE8A9080>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139BE8A9080>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BE8A9588>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BE8A9588>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BE8A94E0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BE8A94E0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BE8A98D0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BE8A98D0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "  period 07 : 99.78\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C08E6A90>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C08E6A90>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139BE870400>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139BE870400>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BE870908>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BE870908>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BE870860>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BE870860>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BE870C50>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BE870C50>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C8CE04E0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C8CE04E0>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C8CF7A20>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C8CF7A20>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C8CF7F28>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C8CF7F28>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C8CF7E80>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C8CF7E80>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C80D12B0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C80D12B0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C8E36CC0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C8E36CC0>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C8E77128>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C8E77128>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C8E77630>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C8E77630>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C8E77588>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C8E77588>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C8E77978>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C8E77978>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "  period 08 : 99.42\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C92216D8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C92216D8>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C9261080>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C9261080>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C9261588>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C9261588>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C92614E0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C92614E0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C92618D0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C92618D0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C98A8C88>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C98A8C88>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C98BDE80>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C98BDE80>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C9ADF3C8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C9ADF3C8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C9ADF320>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C9ADF320>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C9ADF710>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C9ADF710>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C9C4CC18>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C9C4CC18>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C9C8F080>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C9C8F080>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C9C8F588>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C9C8F588>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C9C8F4E0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C9C8F4E0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C9C8F8D0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C9C8F8D0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "  period 09 : 99.32\n",
      "Model training finished.\n",
      "Final RMSE (on training data):   99.32\n",
      "Final RMSE (on validation data): 98.70\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "#\n",
    "# YOUR CODE HERE: Train the network using only latitude and longitude\n",
    "#\n",
    "def normalize_latitude_longitude(examples_dataframe):\n",
    "  \"\"\"Returns a version of the input `DataFrame` that has all its features normalized.\"\"\"\n",
    "  processed_features = pd.DataFrame()\n",
    "  processed_features[\"latitude\"] = linear_scale(examples_dataframe[\"latitude\"])\n",
    "  processed_features[\"longitude\"] = linear_scale(examples_dataframe[\"longitude\"])\n",
    "  return processed_features\n",
    "normalized_dataframe = normalize_latitude_longitude(preprocess_features(california_housing_dataframe))\n",
    "normalized_training_examples = normalized_dataframe.head(12000)\n",
    "normalized_validation_examples = normalized_dataframe.tail(5000)\n",
    "display.display(normalized_training_examples.describe())\n",
    "_ = train_nn_regression_model(\n",
    "    my_optimizer=tf.train.AdagradOptimizer(learning_rate=0.15),\n",
    "    steps=1000,\n",
    "    batch_size=50,\n",
    "    hidden_units=[10, 10],\n",
    "    training_examples=normalized_training_examples,\n",
    "    training_targets=training_targets,\n",
    "    validation_examples=normalized_validation_examples,\n",
    "    validation_targets=validation_targets)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "colab_type": "text",
    "id": "P8BLQ7T71JWd"
   },
   "source": [
    " ### 解决方案\n",
    "\n",
    "点击下方即可查看可能的解决方案。"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "colab_type": "text",
    "id": "1hwaFCE71OPZ"
   },
   "source": [
    " 最好使纬度和经度保持标准化状态："
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {
    "colab": {
     "autoexec": {
      "startup": false,
      "wait_interval": 0.0
     }
    },
    "colab_type": "code",
    "id": "djKtt4mz1ZEc"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Training model...\n",
      "RMSE (on training data):\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139CA0AAD30>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139CA0AAD30>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139CA0DC6A0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139CA0DC6A0>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139CA0DCBA8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139CA0DCBA8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139CA0DCB00>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139CA0DCB00>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139CA0DCD30>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139CA0DCD30>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139CA0DCEB8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139CA0DCEB8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139CA0ED080>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139CA0ED080>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139CA0ED400>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139CA0ED400>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C69E06A0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C69E06A0>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139B6C9ADA0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139B6C9ADA0>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B6C9AF98>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B6C9AF98>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B6C9A550>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B6C9A550>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B6C9ACF8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B6C9ACF8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B6C9AE10>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B6C9AE10>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B6C9A588>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B6C9A588>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B6C9A9B0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B6C9A9B0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139BC8D8F28>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139BC8D8F28>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139BC8C2B38>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139BC8C2B38>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C000E860>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C000E860>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C000E668>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C000E668>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C000E0F0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C000E0F0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C6FA7D30>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C6FA7D30>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C6FA7E80>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C6FA7E80>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C6FA7898>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C6FA7898>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "  period 00 : 197.89\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139B2DF4B00>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139B2DF4B00>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C27B37B8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C27B37B8>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A647EDD8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A647EDD8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A647EE48>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A647EE48>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A647E710>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A647E710>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A647E588>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A647E588>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A647E438>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A647E438>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A647E978>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A647E978>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139B6C30D68>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139B6C30D68>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139B6C1ADA0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139B6C1ADA0>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A6450390>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A6450390>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A64503C8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A64503C8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A6450588>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A6450588>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A6450780>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A6450780>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A6450A58>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A6450A58>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A64505C0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A64505C0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C2A5A668>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C2A5A668>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A2BF1438>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A2BF1438>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A2BF1B38>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A2BF1B38>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A2BF1828>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A2BF1828>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A2BF1F28>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A2BF1F28>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BE440160>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BE440160>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BE440390>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BE440390>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BE440D68>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BE440D68>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "  period 01 : 110.64\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139B077F198>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139B077F198>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C6F201D0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C6F201D0>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C6F20E80>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C6F20E80>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C6F20F98>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C6F20F98>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C6F207B8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C6F207B8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C6F20400>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C6F20400>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C6F20160>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C6F20160>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C2F14470>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C2F14470>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139ADEB1860>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139ADEB1860>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139B2AAEA58>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139B2AAEA58>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B2AAEF98>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B2AAEF98>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B2AAECF8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B2AAECF8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B2AAEAC8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B2AAEAC8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B2ABA080>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B2ABA080>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B2ABA240>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B2ABA240>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B2ABA588>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B2ABA588>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C23193C8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C23193C8>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C4919860>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C4919860>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C4919D68>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C4919D68>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C4919CC0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C4919CC0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C4919EF0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C4919EF0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C4933198>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C4933198>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C4933278>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C4933278>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C49335C0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C49335C0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "  period 02 : 108.50\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139BA74A080>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139BA74A080>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139AE1209E8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139AE1209E8>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE120EF0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE120EF0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE120E48>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE120E48>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE14A0F0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE14A0F0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE14A278>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE14A278>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE14A4A8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE14A4A8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE14A748>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE14A748>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C706D198>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C706D198>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C708FD30>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C708FD30>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C70530B8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C70530B8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C70532E8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C70532E8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C70534A8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C70534A8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C7053748>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C7053748>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C7053828>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C7053828>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C7053908>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C7053908>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C0AB75F8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C0AB75F8>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C6A101D0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C6A101D0>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE337E48>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE337E48>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE337AC8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE337AC8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE337DD8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE337DD8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE337EB8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE337EB8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE337A90>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE337A90>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE337240>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE337240>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "  period 03 : 107.08\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A647EC50>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A647EC50>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C9936BA8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C9936BA8>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C9936CC0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C9936CC0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C9936438>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C9936438>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C9936630>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C9936630>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C9936D68>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C9936D68>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C9936940>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C9936940>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139CA03C0F0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139CA03C0F0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C27F3860>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C27F3860>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C27F3F60>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C27F3F60>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C280F8D0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C280F8D0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C280F860>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C280F860>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C280F6D8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C280F6D8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C280F160>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C280F160>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C280F470>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C280F470>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C280F828>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C280F828>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C2983048>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C2983048>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139B90274A8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139B90274A8>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B90279B0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B90279B0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B9027908>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B9027908>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B9027B38>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B9027B38>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B9027CC0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B9027CC0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B9027F28>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B9027F28>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B9034208>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B9034208>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "  period 04 : 105.71\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139B07C1668>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139B07C1668>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139B07EEF98>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139B07EEF98>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C867A4E0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C867A4E0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C867A438>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C867A438>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C867A668>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C867A668>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C867A7F0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C867A7F0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C867AA58>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C867AA58>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C867ACF8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C867ACF8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C7EF6A20>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C7EF6A20>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C7ED7DA0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C7ED7DA0>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C9A2A3C8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C9A2A3C8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C9A2A320>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C9A2A320>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C9A2A550>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C9A2A550>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C9A2A6D8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C9A2A6D8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C9A2A940>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C9A2A940>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C9A2ABE0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C9A2ABE0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C078B438>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C078B438>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A608FC88>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139A608FC88>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A608F898>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A608F898>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A608F978>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A608F978>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A608FEB8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A608FEB8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A608F240>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A608F240>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BA840DD8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BA840DD8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BA840BA8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BA840BA8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "  period 05 : 104.70\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C2F140B8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C2F140B8>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139AF5150F0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139AF5150F0>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AF515908>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AF515908>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AF515FD0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AF515FD0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AF515588>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AF515588>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AF515F60>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AF515F60>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AF515A90>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AF515A90>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C9C779E8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C9C779E8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C7F5F940>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C7F5F940>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C7F53D68>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C7F53D68>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C7F8B128>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C7F8B128>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C7F8B400>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C7F8B400>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C7F8B5C0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C7F8B5C0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C7F8B358>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C7F8B358>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C7F8B4A8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C7F8B4A8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C7F8BCF8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C7F8BCF8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C6E75DD8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C6E75DD8>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139ADFB8208>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139ADFB8208>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADFB8710>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADFB8710>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADFB8668>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADFB8668>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADFB8898>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADFB8898>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADFB8A20>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADFB8A20>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADFB8C88>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADFB8C88>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADFB8F28>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139ADFB8F28>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "  period 06 : 103.17\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C7590EB8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C7590EB8>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C7705828>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C7705828>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C7705D30>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C7705D30>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C7705C88>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C7705C88>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C7705EB8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C7705EB8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C771A080>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C771A080>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C771A240>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C771A240>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C771A588>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C771A588>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139CA1F2C88>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139CA1F2C88>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139CA26A0F0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139CA26A0F0>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139CA26A5F8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139CA26A5F8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139CA26A550>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139CA26A550>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139CA26A780>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139CA26A780>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139CA26A908>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139CA26A908>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139CA26AB70>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139CA26AB70>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139CA26AE10>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139CA26AE10>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139CA7CF080>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139CA7CF080>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139CA7EB518>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139CA7EB518>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139CA7EBA20>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139CA7EBA20>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139CA7EB978>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139CA7EB978>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139CA7EBBA8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139CA7EBBA8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139CA7EBD30>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139CA7EBD30>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139CA7EBF98>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139CA7EBF98>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139CA800278>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139CA800278>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "  period 07 : 102.21\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A61F1DD8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139A61F1DD8>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139AE073780>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139AE073780>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x0000013994B8A470>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x0000013994B8A470>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BE137D30>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BE137D30>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B077FDD8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139B077FDD8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A4C12240>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139A4C12240>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BAAD48D0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139BAAD48D0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C6A3F518>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C6A3F518>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C73FD128>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C73FD128>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C73D3668>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C73D3668>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C73D3BE0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C73D3BE0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C73D3BA8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C73D3BA8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C73D3DA0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C73D3DA0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C73D3D68>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C73D3D68>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C73D38D0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C73D38D0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139CA73A240>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139CA73A240>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C9082D30>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139C9082D30>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C9B47198>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139C9B47198>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C9B476A0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C9B476A0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C9B475F8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C9B475F8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C9B47828>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C9B47828>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C9B479B0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C9B479B0>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C9B47C18>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C9B47C18>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C9B47EB8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139C9B47EB8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "  period 08 : 101.52\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139BDFEDAC8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139BDFEDAC8>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139AE1EE438>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139AE1EE438>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE1EE940>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE1EE940>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE1EE898>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE1EE898>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE1EEAC8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE1EEAC8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE1EEC50>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE1EEC50>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE1EEEB8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE1EEEB8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE208198>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139AE208198>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139CB1652B0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139CB1652B0>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139CB165908>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139CB165908>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139CB165C18>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139CB165C18>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139CB165A90>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139CB165A90>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139CB165978>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139CB165978>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139CB165390>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139CB165390>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139CB182438>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139CB182438>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139CB1822E8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139CB1822E8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139CB69DB00>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method _DNNModel.call of <tensorflow_estimator.python.estimator.canned.dnn._DNNModel object at 0x00000139CB69DB00>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139CB6B8F28>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method DenseFeatures.call of <tensorflow.python.feature_column.feature_column_v2.DenseFeatures object at 0x00000139CB6B8F28>>: AttributeError: module 'gast' has no attribute 'Num'\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139CB6DA470>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139CB6DA470>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139CB6DA3C8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139CB6DA3C8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139CB6DA5F8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139CB6DA5F8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139CB6DA780>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139CB6DA780>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139CB6DA9E8>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139CB6DA9E8>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "WARNING: Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139CB6DAC88>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x00000139CB6DAC88>>: AssertionError: Bad argument number for Name: 3, expecting 4\n",
      "  period 09 : 101.18\n",
      "Model training finished.\n",
      "Final RMSE (on training data):   101.18\n",
      "Final RMSE (on validation data): 100.47\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "def location_location_location(examples_dataframe):\n",
    "  \"\"\"Returns a version of the input `DataFrame` that keeps only the latitude and longitude.\"\"\"\n",
    "  processed_features = pd.DataFrame()\n",
    "  processed_features[\"latitude\"] = linear_scale(examples_dataframe[\"latitude\"])\n",
    "  processed_features[\"longitude\"] = linear_scale(examples_dataframe[\"longitude\"])\n",
    "  return processed_features\n",
    "\n",
    "lll_dataframe = location_location_location(preprocess_features(california_housing_dataframe))\n",
    "lll_training_examples = lll_dataframe.head(12000)\n",
    "lll_validation_examples = lll_dataframe.tail(5000)\n",
    "\n",
    "_ = train_nn_regression_model(\n",
    "    my_optimizer=tf.train.AdagradOptimizer(learning_rate=0.05),\n",
    "    steps=500,\n",
    "    batch_size=50,\n",
    "    hidden_units=[10, 10, 5, 5, 5],\n",
    "    training_examples=lll_training_examples,\n",
    "    training_targets=training_targets,\n",
    "    validation_examples=lll_validation_examples,\n",
    "    validation_targets=validation_targets)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "colab_type": "text",
    "id": "Dw2Mr9JZ1cRi"
   },
   "source": [
    " 对于只有两个特征的模型，结果并不算太糟。当然，地产价值在短距离内仍然可能有较大差异。"
   ]
  }
 ],
 "metadata": {
  "colab": {
   "collapsed_sections": [
    "jFfc3saSxg6t",
    "FSPZIiYgyh93",
    "GhFtWjQRzD2l",
    "P8BLQ7T71JWd",
    "copyright-notice"
   ],
   "default_view": {},
   "name": "improving_neural_net_performance.ipynb",
   "provenance": [],
   "version": "0.3.2",
   "views": {}
  },
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3.0
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.6.9"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 0
}